{"approach":"Seed 5: seven six-minute sequential best responses to the public rule and its successors; a 36-minute mixed stage on all eight chain members, Starter and a separately evolved Starter-backbone neural opponent. Parallel 25-minute worst-opponent and five-minute larger-rollout-batch branches; fresh selection chose a mixed policy. A targeted response exposed its weakness, so a final four-minute repair added that response to the whole original league. Policy: public lead-aim/dodge/wrap rule, 33 evolved constants, 52-feature/96-ReLU-unit/3-output residual MLP. Evolution: population128/top12, Gaussian scales .025/.05/.1/.2/.4/.8; mixed objective .7 mean+.3 worst, worst-focused/repair .25 mean+.75 worst, minus 2*max(0,.99-Starter raw score). Champions and final candidates were judged on separate seeds. All physics and randomized-spawn matches use repository run_match, commit 10a6b40d717f54a631e833ef850fd2f1e4066798. Final large records use the native graph; exported ONNX agreed on 9024 real decisions (max clamped error 1.7881393432617188e-07, zero shooting mismatch), and 4096 random inputs were finite. Scores are kill1/HP-win.75/draw.5 per match. Private leaderboard opponents were unavailable; no upload was made. entry_sha256 hashes base64 entry text, matching the supplied artifact convention; decoded ONNX SHA256 878b25454516a9b345d6c0a927a89d812a630a8b040fc747f33a67480a16deb7.","blocked":null,"current_vs_starter":0.992,"records":{"starter":{"matches":3000,"score":0.999},"builtins":{"matches":800,"score":0.99875},"current":{"matches":1000,"wins":590,"losses":265,"draws":145,"score":0.6625},"exploiter":{"matches":500,"score":0.147,"how":"Two responses trained against the repaired frozen final in parallel within ten minutes: a rule/96-unit residual response warm-started from the previously found exploiter for 570s, and a frozen 256x256 Starter-backbone/771-parameter action-head response for 540s. Root seed5, population128/top12. The strongest was the rule/residual last population champion, selected by opponent-side score 0.87 on 200 separate paired matches among four retained champions. Reported score is from the final model side in 500 further fresh paired matches."}},"entry":"CAg6+sYCCiUKA29icwoEZ2lkeBIDc2VsIgZHYXRoZXIqCwoEYXhpcxgBoAECCpkCCgNzZWwSA2luMBIDaW4xEgNpbjISA2luMxIDaW40EgNpbjUSA2luOBIDaW45EgRpbjEwEgRpbjExEgRpbjEyEgRpbjE0EgRpbjE1EgRpbjE2EgRpbjE5EgRpbjIwEgRpbjIxEgRpbjIzEgRpbjI0EgRpbjI1EgRpbjUyEgRpbjU1EgRpbjU2EgRpbjU3EgRpbjU4EgRpbjY2EgRpbjY3EgRpbjY4EgRpbjc1EgRpbjc2EgRpbjc3EgRpbjc5EgRpbjgwEgRpbjgxEgRpbjEzEgRpbjE3EgRpbjE4EgRpbjI3EgRpbjI4EgRpbjI5EgRpbjUxEgRpbjUzEgRpbjU0EgRpbjcyIgVTcGxpdCoLCgRheGlzGAGgAQIKFQoDaW44CgNpbjESBG5udjEiA011bAoVCgNpbjkKA2luMhIEbm52MiIDTXVsChcKBG5udjEKBG5udjISBG5udjMiA0FkZAoVCgNpbjkKA2luMRIEbm52NCIDTXVsChUKA2luOAoDaW4yEgRubnY1IgNNdWwKFwoEbm52NAoEbm52NRIEbm52NiIDU3ViChYKBGluMTEKA2luMRIEbm52NyIDTXVsChYKBGluMTIKA2luMhIEbm52OCIDTXVsChcKBG5udjcKBG5udjgSBG5udjkiA0FkZAoXCgRpbjEyCgNpbjESBW5udjEwIgNNdWwKFwoEaW4xMQoDaW4yEgVubnYxMSIDTXVsChoKBW5udjEwCgVubnYxMRIFbm52MTIiA1N1YgoYCgRpbjEwCgRpbjY2EgVubnYxMyIDU3ViChoKBW5udjEzCgVubmMxNBIFbm52MTUiA011bAoYCgRpbjE2CgRpbjcyEgVubnYxNiIDU3ViChcKA2luOAoEaW4xMRIFbm52MTciA011bAoXCgNpbjkKBGluMTISBW5udjE4IgNNdWwKGgoFbm52MTcKBW5udjE4EgVubnYxOSIDQWRkChcKA2luOQoEaW4xMRIFbm52MjAiA011bAoXCgNpbjgKBGluMTISBW5udjIxIgNNdWwKGgoFbm52MjAKBW5udjIxEgVubnYyMiIDU3ViChgKA2luOQoFbm5jMjMSBW5udjI0IgNNdWwKGAoDaW41CgVubnYyNBIFbm52MjUiA0FkZAoXCgNpbjMKBGluMTMSBW5udjI2IgNTdWIK0wIKA2luMAoDaW4xCgNpbjIKA2luMwoDaW40CgNpbjUKA2luOAoDaW45CgRpbjEwCgRpbjExCgRpbjEyCgRpbjEzCgRpbjE0CgRpbjE1CgRpbjE2CgRpbjE3CgRpbjE4CgRpbjE5CgRpbjIwCgRpbjIxCgRpbjIzCgRpbjI0CgRpbjI1CgRpbjI3CgRpbjI4CgRpbjI5CgRpbjUxCgRpbjUyCgRpbjUzCgRpbjU0CgRpbjU1CgRpbjU2CgRpbjY2CgRpbjY3CgRpbjY4CgRpbjcyCgRpbjc1CgRpbjc2CgRpbjc3CgRpbjc5CgRpbjgwCgRpbjgxCgRubnYzCgRubnY2CgRubnY5CgVubnYxMgoFbm52MTUKBW5udjE2CgVubnYxOQoFbm52MjIKBW5udjI1CgVubnYyNhIFbm52MjciBkNvbmNhdCoLCgRheGlzGAGgAQIKHgoFbm52MjcKA25uVwoDbm5iEgVubnYyOCIER2VtbQoUCgVubnYyOBIFbm52MjkiBFJlbHUKHgoFbm52MjkKA25uSAoDbm5CEgVubnYzMCIER2VtbQoqCgVubnYzMBIDbm4wEgNubjESA25uMiIFU3BsaXQqCwoEYXhpcxgBoAECChQKA2luMAoCYzESBG4yMjUiA011bAoUCgNpbjMKAmMyEgRuMjI3IgNNdWwKFAoDaW40CgJjMxIEbjIyOSIDTXVsChQKA2luNQoCYzQSBG4yMzEiA011bAoUCgNpbjgKAmM1EgRuMjMzIgNNdWwKFAoDaW45CgJjNRIEbjIzNSIDTXVsChUKBGluMTAKAmMxEgRuMjM3IgNNdWwKFQoEaW4xNgoCYzYSBG4yMzkiA011bAoVCgRuMjM5CgJjNxIEbjI0MSIDTXVsChUKBGluMTQKAmM1EgRuMjQzIgNNdWwKFQoEbjIyNQoCYzkSBG4yNDciA1N1YgoWCgRuMjQ3CgNjMTASBG4yNDkiA0RpdgoWCgRuMjQ5CgNjMTESBG4yNTEiA01heAoWCgRuMjUxCgNjMTISBG4yNTMiA01pbgoVCgJjOAoEbjI1MxIEbjI1NCIDTXVsChUKAmM2CgRuMjU0EgRuMjU1IgNTdWIKFQoCYzIKBG4yMjcSBG4yNTkiA1N1YgoWCgNjMTMKBG4yNTkSBG4yNjAiA011bAoWCgNjMTIKBG4yNjASBG4yNjEiA1N1YgoXCgRuMjU1CgRuMjYxEgRuMjYyIgNNdWwKFgoEbjIyOQoDYzEyEgRuMjY0IgNNYXgKFgoEbjI2NAoDYzE0EgRuMjY2IgNNaW4KFgoEbjI2NgoDYzE1EgRuMjY4IgNEaXYKFwoEbjIyNQoEbjI2OBIEbjI2OSIDTXVsChYKBG4yNjkKA2luMRIEbjI3MCIDTXVsChcKBG4yMjUKBG4yNjgSBG4yNzEiA011bAoWCgRuMjcxCgNpbjISBG4yNzIiA011bAoVCgRpbjY2CgJjMRIEbjI3NCIDTXVsChcKBG4yMzcKBG4yNzQSBG4yNzUiA1N1YgoWCgRuMjc1CgNjMTYSBG4yNzciA011bAoWCgRuMjc3CgNjMTcSBG4yNzkiA011bAoWCgRuMjQzCgNjMTgSBG4yODEiA0RpdgoWCgRuMjgxCgNjMTkSBG4yODMiA01pbgoXCgRuMjY4CgRuMjgzEgRuMjg0IgNBZGQKFwoEbjI0MQoEbjI4NBIEbjI4NSIDTXVsChUKBG4yODUKAmMwEgRuMjg3IgNNdWwKFwoEbjI4NwoEbjI4NxIEbjI4OCIDTXVsChcKBG4yMzcKBG4yODQSBG4yODkiA011bAoWCgRuMjg4CgNjMjASBG4yOTIiA0RpdgoWCgNjMTIKBG4yOTISBG4yOTMiA1N1YgoXCgRuMjg4CgRuMjg4EgRuMjk0IgNNdWwKFgoEbjI5NAoDYzE1EgRuMjk2IgNEaXYKFwoEbjI5MwoEbjI5NhIEbjI5NyIDQWRkChcKBG4yODkKBG4yOTcSBG4yOTgiA011bAoXCgRuMjc5CgRuMjg0EgRuMjk5IgNNdWwKFwoEbjI5OQoEbjI4NBIEbjMwMCIDTXVsChUKBG4zMDAKAmMwEgRuMzAyIgNNdWwKFwoEbjI5OAoEbjMwMhIEbjMwMyIDQWRkChEKBG4yODcSBG4zMDQiA0NvcwoRCgRuMjg3EgRuMzA1IgNTaW4KFwoEaW4xMQoEbjMwNBIEbjMwNiIDTXVsChcKBGluMTIKBG4zMDUSBG4zMDciA011bAoXCgRuMzA2CgRuMzA3EgRuMzA4IgNTdWIKFwoEbjMwMwoEbjMwOBIEbjMwOSIDTXVsChcKBGluMTIKBG4zMDQSBG4zMTAiA011bAoXCgRpbjExCgRuMzA1EgRuMzExIgNNdWwKFwoEbjMxMAoEbjMxMRIEbjMxMiIDQWRkChcKBG4zMDMKBG4zMTISBG4zMTMiA011bAoXCgRuMjMzCgRuMzA5EgRuMzE0IgNBZGQKFwoEbjMxNAoEbjI3MBIEbjMxNSIDU3ViChcKBG4yMzUKBG4zMTMSBG4zMTYiA0FkZAoXCgRuMzE2CgRuMjcyEgRuMzE3IgNTdWIKFwoEbjMxNQoEbjMxNRIEbjMxOCIDTXVsChcKBG4zMTcKBG4zMTcSBG4zMTkiA011bAoXCgRuMzE4CgRuMzE5EgRuMzIwIgNBZGQKEgoEbjMyMBIEbjMyMSIEU3FydAoWCgRuMzIxCgNjMTYSBG4zMjMiA1N1YgoWCgRuMzIzCgNjMTESBG4zMjUiA01heAoWCgRuMzI1CgNjMTgSBG4zMjciA0RpdgoWCgRuMzI3CgNjMTkSBG4zMjkiA01pbgoXCgRuMjY4CgRuMzI5EgRuMzMwIgNBZGQKFwoEbjI0MQoEbjMzMBIEbjMzMSIDTXVsChUKBG4zMzEKAmMwEgRuMzMzIgNNdWwKFwoEbjMzMwoEbjMzMxIEbjMzNCIDTXVsChcKBG4yMzcKBG4zMzASBG4zMzUiA011bAoWCgRuMzM0CgNjMjASBG4zMzgiA0RpdgoWCgNjMTIKBG4zMzgSBG4zMzkiA1N1YgoXCgRuMzM0CgRuMzM0EgRuMzQwIgNNdWwKFgoEbjM0MAoDYzE1EgRuMzQyIgNEaXYKFwoEbjMzOQoEbjM0MhIEbjM0MyIDQWRkChcKBG4zMzUKBG4zNDMSBG4zNDQiA011bAoXCgRuMjc5CgRuMzMwEgRuMzQ1IgNNdWwKFwoEbjM0NQoEbjMzMBIEbjM0NiIDTXVsChUKBG4zNDYKAmMwEgRuMzQ4IgNNdWwKFwoEbjM0NAoEbjM0OBIEbjM0OSIDQWRkChEKBG4zMzMSBG4zNTAiA0NvcwoRCgRuMzMzEgRuMzUxIgNTaW4KFwoEaW4xMQoEbjM1MBIEbjM1MiIDTXVsChcKBGluMTIKBG4zNTESBG4zNTMiA011bAoXCgRuMzUyCgRuMzUzEgRuMzU0IgNTdWIKFwoEbjM0OQoEbjM1NBIEbjM1NSIDTXVsChcKBGluMTIKBG4zNTASBG4zNTYiA011bAoXCgRpbjExCgRuMzUxEgRuMzU3IgNNdWwKFwoEbjM1NgoEbjM1NxIEbjM1OCIDQWRkChcKBG4zNDkKBG4zNTgSBG4zNTkiA011bAoXCgRuMjMzCgRuMzU1EgRuMzYwIgNBZGQKFwoEbjM2MAoEbjI3MBIEbjM2MSIDU3ViChcKBG4yMzUKBG4zNTkSBG4zNjIiA0FkZAoXCgRuMzYyCgRuMjcyEgRuMzYzIgNTdWIKFwoEbjM2MQoEbjM2MRIEbjM2NCIDTXVsChcKBG4zNjMKBG4zNjMSBG4zNjUiA011bAoXCgRuMzY0CgRuMzY1EgRuMzY2IgNBZGQKEgoEbjM2NhIEbjM2NyIEU3FydAoWCgRuMzY3CgNjMTYSBG4zNjkiA1N1YgoWCgRuMzY5CgNjMTESBG4zNzEiA01heAoWCgRuMzcxCgNjMTgSBG4zNzMiA0RpdgoWCgRuMzczCgNjMTkSBG4zNzUiA01pbgoXCgRuMjY4CgRuMzc1EgRuMzc2IgNBZGQKFwoEbjI0MQoEbjM3NhIEbjM3NyIDTXVsChUKBG4zNzcKAmMwEgRuMzc5IgNNdWwKFwoEbjM3OQoEbjM3ORIEbjM4MCIDTXVsChcKBG4yMzcKBG4zNzYSBG4zODEiA011bAoWCgRuMzgwCgNjMjASBG4zODQiA0RpdgoWCgNjMTIKBG4zODQSBG4zODUiA1N1YgoXCgRuMzgwCgRuMzgwEgRuMzg2IgNNdWwKFgoEbjM4NgoDYzE1EgRuMzg4IgNEaXYKFwoEbjM4NQoEbjM4OBIEbjM4OSIDQWRkChcKBG4zODEKBG4zODkSBG4zOTAiA011bAoXCgRuMjc5CgRuMzc2EgRuMzkxIgNNdWwKFwoEbjM5MQoEbjM3NhIEbjM5MiIDTXVsChUKBG4zOTIKAmMwEgRuMzk0IgNNdWwKFwoEbjM5MAoEbjM5NBIEbjM5NSIDQWRkChEKBG4zNzkSBG4zOTYiA0NvcwoRCgRuMzc5EgRuMzk3IgNTaW4KFwoEaW4xMQoEbjM5NhIEbjM5OCIDTXVsChcKBGluMTIKBG4zOTcSBG4zOTkiA011bAoXCgRuMzk4CgRuMzk5EgRuNDAwIgNTdWIKFwoEbjM5NQoEbjQwMBIEbjQwMSIDTXVsChcKBGluMTIKBG4zOTYSBG40MDIiA011bAoXCgRpbjExCgRuMzk3EgRuNDAzIgNNdWwKFwoEbjQwMgoEbjQwMxIEbjQwNCIDQWRkChcKBG4zOTUKBG40MDQSBG40MDUiA011bAoXCgRuMjMzCgRuNDAxEgRuNDA2IgNBZGQKFwoEbjQwNgoEbjI3MBIEbjQwNyIDU3ViChcKBG4yMzUKBG40MDUSBG40MDgiA0FkZAoXCgRuNDA4CgRuMjcyEgRuNDA5IgNTdWIKFwoEbjQwNwoEbjQwNxIEbjQxMCIDTXVsChcKBG40MDkKBG40MDkSBG40MTEiA011bAoXCgRuNDEwCgRuNDExEgRuNDEyIgNBZGQKEgoEbjQxMhIEbjQxMyIEU3FydAoWCgRuNDEzCgNjMTYSBG40MTUiA1N1YgoWCgRuNDE1CgNjMTESBG40MTciA01heAoWCgRuNDE3CgNjMTgSBG40MTkiA0RpdgoXCgRuNDA3CgRuNDA3EgRuNDIwIgNNdWwKFwoEbjQwOQoEbjQwORIEbjQyMSIDTXVsChcKBG40MjAKBG40MjESBG40MjIiA0FkZAoSCgRuNDIyEgRuNDIzIgRTcXJ0ChYKBG40MjMKA2MyMRIEbjQyNSIDQWRkChYKA2luMQoEbjQwORIEbjQyNiIDTXVsChYKA2luMgoEbjQwNxIEbjQyNyIDTXVsChcKBG40MjYKBG40MjcSBG40MjgiA1N1YgoWCgNpbjEKBG40MDcSBG40MjkiA011bAoWCgNpbjIKBG40MDkSBG40MzAiA011bAoXCgRuNDI5CgRuNDMwEgRuNDMxIgNBZGQKEQoEbjQzMRIEbjQzMyIDQWJzChsKBG40MzMKA2MyMhIFbjQzNGIiB0dyZWF0ZXIKHgoFbjQzNGISBG40MzQiBENhc3QqCQoCdG8YAaABAgoaCgRuNDM0CgJjMBIFbjQzNWIiB0dyZWF0ZXIKHwoFbjQzNWIKBG40MzEKA2MyMhIEbjQzNSIFV2hlcmUKFwoEbjQyOAoEbjQzNRIEbjQzNiIDRGl2ChIKBG40MzYSBG40MzciBEF0YW4KGwoDYzExCgRuNDMxEgVuNDQwYiIHR3JlYXRlcgoeCgVuNDQwYhIEbjQ0MCIEQ2FzdCoJCgJ0bxgBoAECChsKA2MxMQoEbjQyOBIFbjQ0MmIiB0dyZWF0ZXIKHgoFbjQ0MmISBG40NDIiBENhc3QqCQoCdG8YAaABAgoWCgRuNDM3CgNjMjMSBG40NDMiA1N1YgoWCgRuNDM3CgNjMjMSBG40NDQiA0FkZAoaCgRuNDQyCgJjMBIFbjQ0NWIiB0dyZWF0ZXIKIAoFbjQ0NWIKBG40NDMKBG40NDQSBG40NDUiBVdoZXJlChoKBG40NDAKAmMwEgVuNDQ2YiIHR3JlYXRlcgogCgVuNDQ2YgoEbjQ0NQoEbjQzNxIEbjQ0NiIFV2hlcmUKFwoEbjI2OAoEbjQxORIEbjQ0NyIDQWRkChcKBG4yNDEKBG40NDcSBG40NDgiA011bAoRCgRuNDQ4EgRuNDQ5IgNDb3MKEQoEbjQ0OBIEbjQ1MCIDU2luChcKBGluMTEKBG40NDkSBG40NTEiA011bAoXCgRpbjEyCgRuNDUwEgRuNDUyIgNNdWwKFwoEbjQ1MQoEbjQ1MhIEbjQ1MyIDU3ViChcKBGluMTIKBG40NDkSBG40NTQiA011bAoXCgRpbjExCgRuNDUwEgRuNDU1IgNNdWwKFwoEbjQ1NAoEbjQ1NRIEbjQ1NiIDQWRkChcKBG40MDcKBG40NTMSBG40NTciA011bAoXCgRuNDA5CgRuNDU2EgRuNDU4IgNNdWwKFwoEbjQ1NwoEbjQ1OBIEbjQ1OSIDQWRkChcKBG40NTkKBG40MjUSBG40NjAiA0RpdgoXCgRuNDUzCgRuMjM1EgRuNDYxIgNNdWwKFwoEbjQ1NgoEbjIzMxIEbjQ2MiIDTXVsChcKBG40NjEKBG40NjISBG40NjMiA1N1YgobCgRuNDYzCgNjMTESBW40NjViIgdHcmVhdGVyCh4KBW40NjViEgRuNDY1IgRDYXN0KgkKAnRvGAGgAQIKGgoEbjQ2NQoCYzASBW40NjhiIgdHcmVhdGVyCh4KBW40NjhiCgNjMjQKA2MxMhIEbjQ2OCIFV2hlcmUKGwoEbjQ2MAoDYzI1EgVuNDcwYiIHR3JlYXRlcgoeCgVuNDcwYhIEbjQ3MCIEQ2FzdCoJCgJ0bxgBoAECChEKBG40NTYSBG40NzEiA05lZwoXCgRuNDcxCgRuNDY4EgRuNDcyIgNNdWwKFgoEbjQ3MgoDYzI2EgRuNDc0IgNNdWwKGgoEbjQ3MAoCYzASBW40NzZiIgdHcmVhdGVyCh8KBW40NzZiCgRuNDc0CgNjMTESBG40NzYiBVdoZXJlChcKBG40MDcKBG40NzYSBG40NzciA0FkZAoXCgRuNDUzCgRuNDY4EgRuNDc4IgNNdWwKFgoEbjQ3OAoDYzI2EgRuNDgwIgNNdWwKGgoEbjQ3MAoCYzASBW40ODJiIgdHcmVhdGVyCh8KBW40ODJiCgRuNDgwCgNjMTESBG40ODIiBVdoZXJlChcKBG40MDkKBG40ODISBG40ODMiA0FkZAoXCgRuMjMzCgRpbjExEgRuNDg0IgNNdWwKFwoEbjIzNQoEaW4xMhIEbjQ4NSIDTXVsChcKBG40ODQKBG40ODUSBG40ODYiA0FkZAoWCgRuMjQzCgNjMTISBG40ODgiA0FkZAoXCgRuNDg2CgRuNDg4EgRuNDg5IgNEaXYKGwoEbjQ4OQoDYzI3EgVuNDkxYiIHR3JlYXRlcgoeCgVuNDkxYhIEbjQ5MSIEQ2FzdCoJCgJ0bxgBoAECChsKBG4yNDMKA2MyOBIFbjQ5M2IiB0dyZWF0ZXIKHgoFbjQ5M2ISBG40OTMiBENhc3QqCQoCdG8YAaABAgoXCgRuNDkxCgRuNDkzEgRuNDk0IgNNdWwKGwoEbjQ3NwoDYzExEgVuNDk2YiIHR3JlYXRlcgoeCgVuNDk2YhIEbjQ5NiIEQ2FzdCoJCgJ0bxgBoAECChoKBG40OTYKAmMwEgVuNDk5YiIHR3JlYXRlcgodCgVuNDk5YgoCYzUKA2MyORIEbjQ5OSIFV2hlcmUKFwoEbjQ3NwoEbjQ5ORIEbjUwMCIDU3ViChoKBG40OTQKAmMwEgVuNTAxYiIHR3JlYXRlcgogCgVuNTAxYgoEbjUwMAoEbjQ3NxIEbjUwMSIFV2hlcmUKFgoDaW4xCgRuNDgzEgRuNTAyIgNNdWwKFgoDaW4yCgRuNTAxEgRuNTAzIgNNdWwKFwoEbjUwMgoEbjUwMxIEbjUwNCIDU3ViChYKA2luMQoEbjUwMRIEbjUwNSIDTXVsChYKA2luMgoEbjQ4MxIEbjUwNiIDTXVsChcKBG41MDUKBG41MDYSBG41MDciA0FkZAoRCgRuNTA3EgRuNTA5IgNBYnMKGwoEbjUwOQoDYzIyEgVuNTEwYiIHR3JlYXRlcgoeCgVuNTEwYhIEbjUxMCIEQ2FzdCoJCgJ0bxgBoAECChoKBG41MTAKAmMwEgVuNTExYiIHR3JlYXRlcgofCgVuNTExYgoEbjUwNwoDYzIyEgRuNTExIgVXaGVyZQoXCgRuNTA0CgRuNTExEgRuNTEyIgNEaXYKEgoEbjUxMhIEbjUxMyIEQXRhbgobCgNjMTEKBG41MDcSBW41MTZiIgdHcmVhdGVyCh4KBW41MTZiEgRuNTE2IgRDYXN0KgkKAnRvGAGgAQIKGwoDYzExCgRuNTA0EgVuNTE4YiIHR3JlYXRlcgoeCgVuNTE4YhIEbjUxOCIEQ2FzdCoJCgJ0bxgBoAECChYKBG41MTMKA2MyMxIEbjUxOSIDU3ViChYKBG41MTMKA2MyMxIEbjUyMCIDQWRkChoKBG41MTgKAmMwEgVuNTIxYiIHR3JlYXRlcgogCgVuNTIxYgoEbjUxOQoEbjUyMBIEbjUyMSIFV2hlcmUKGgoEbjUxNgoCYzASBW41MjJiIgdHcmVhdGVyCiAKBW41MjJiCgRuNTIxCgRuNTEzEgRuNTIyIgVXaGVyZQoWCgRuMjYyCgNjMTYSBG41MjQiA0RpdgoXCgRuNTIyCgRuNTI0EgRuNTI1IgNEaXYKFgoEbjUyNQoDYzMwEgRuNTI3IgNNdWwKFgoEbjUyNwoDYzI0EgRuNTI5IgNNYXgKFgoEbjUyOQoDYzEyEgRuNTMxIgNNaW4KGgoCYzAKBGluMjESBW41MzNiIgdHcmVhdGVyCh4KBW41MzNiEgRuNTMzIgRDYXN0KgkKAnRvGAGgAQIKEQoEaW4xORIEbjUzNCIDQWJzChEKBGluMjASBG41MzUiA0FicwoXCgRuNTM0CgRuNTM1EgRuNTM2IgNBZGQKGwoEbjUzNgoDYzMxEgVuNTM4YiIHR3JlYXRlcgoeCgVuNTM4YhIEbjUzOCIEQ2FzdCoJCgJ0bxgBoAECChcKBG41MzMKBG41MzgSBG41MzkiA011bAoaCgJjMAoEaW4yNRIFbjU0MWIiB0dyZWF0ZXIKHgoFbjU0MWISBG41NDEiBENhc3QqCQoCdG8YAaABAgoRCgRpbjIzEgRuNTQyIgNBYnMKEQoEaW4yNBIEbjU0MyIDQWJzChcKBG41NDIKBG41NDMSBG41NDQiA0FkZAobCgRuNTQ0CgNjMzESBW41NDZiIgdHcmVhdGVyCh4KBW41NDZiEgRuNTQ2IgRDYXN0KgkKAnRvGAGgAQIKFwoEbjU0MQoEbjU0NhIEbjU0NyIDTXVsChoKBG41MzkKAmMwEgVuNTQ4YiIHR3JlYXRlcgogCgVuNTQ4YgoEaW4xOQoEaW4yMxIEbjU0OCIFV2hlcmUKFQoEbjU0OAoCYzUSBG41NTAiA011bAoaCgRuNTM5CgJjMBIFbjU1MWIiB0dyZWF0ZXIKIAoFbjU1MWIKBGluMjAKBGluMjQSBG41NTEiBVdoZXJlChUKBG41NTEKAmM1EgRuNTUzIgNNdWwKFwoEbjUzOQoEbjU0NxIEbjU1NCIDTWF4ChoKAmMwCgRpbjc3EgVuNTU2YiIHR3JlYXRlcgoeCgVuNTU2YhIEbjU1NiIEQ2FzdCoJCgJ0bxgBoAECChEKBGluNzUSBG41NTciA0FicwoRCgRpbjc2EgRuNTU4IgNBYnMKFwoEbjU1NwoEbjU1OBIEbjU1OSIDQWRkChsKBG41NTkKA2MzMRIFbjU2MWIiB0dyZWF0ZXIKHgoFbjU2MWISBG41NjEiBENhc3QqCQoCdG8YAaABAgoXCgRuNTU2CgRuNTYxEgRuNTYyIgNNdWwKGgoCYzAKBGluODESBW41NjRiIgdHcmVhdGVyCh4KBW41NjRiEgRuNTY0IgRDYXN0KgkKAnRvGAGgAQIKEQoEaW43ORIEbjU2NSIDQWJzChEKBGluODASBG41NjYiA0FicwoXCgRuNTY1CgRuNTY2EgRuNTY3IgNBZGQKGwoEbjU2NwoDYzMxEgVuNTY5YiIHR3JlYXRlcgoeCgVuNTY5YhIEbjU2OSIEQ2FzdCoJCgJ0bxgBoAECChcKBG41NjQKBG41NjkSBG41NzAiA011bAoaCgRuNTYyCgJjMBIFbjU3MWIiB0dyZWF0ZXIKIAoFbjU3MWIKBGluNzUKBGluNzkSBG41NzEiBVdoZXJlChUKBG41NzEKAmM1EgRuNTczIgNNdWwKGgoEbjU2MgoCYzASBW41NzRiIgdHcmVhdGVyCiAKBW41NzRiCgRpbjc2CgRpbjgwEgRuNTc0IgVXaGVyZQoVCgRuNTc0CgJjNRIEbjU3NiIDTXVsChcKBG41NjIKBG41NzASBG41NzciA01heAoVCgRpbjU2CgJjMRIEbjU3OSIDTXVsChYKBG4yMjUKA2luMRIEbjU4MCIDTXVsChcKBG41NzkKBGluNTcSBG41ODEiA011bAoXCgRuNTgwCgRuNTgxEgRuNTgyIgNBZGQKFgoEbjU4MgoDYzMyEgRuNTg0IgNNdWwKFgoEbjIyNQoDaW4yEgRuNTg1IgNNdWwKFwoEbjU3OQoEaW41OBIEbjU4NiIDTXVsChcKBG41ODUKBG41ODYSBG41ODciA0FkZAoWCgRuNTg3CgNjMzISBG41ODkiA011bAoXCgRuNTUwCgRuNTg0EgRuNTkwIgNBZGQKFwoEbjU5MAoEbjU3MxIEbjU5MSIDU3ViChcKBG41NTMKBG41ODkSBG41OTIiA0FkZAoXCgRuNTkyCgRuNTc2EgRuNTkzIgNTdWIKFwoEaW4xMQoEaW42NxIEbjU5NCIDQWRkChcKBGluMTIKBGluNjgSBG41OTUiA0FkZAoaCgRuNTc3CgJjMBIFbjU5NmIiB0dyZWF0ZXIKIAoFbjU5NmIKBG41OTEKBG41OTQSBG41OTYiBVdoZXJlChoKBG41NzcKAmMwEgVuNTk3YiIHR3JlYXRlcgogCgVuNTk3YgoEbjU5MwoEbjU5NRIEbjU5NyIFV2hlcmUKFwoEbjU5NgoEbjU5NhIEbjU5OCIDTXVsChcKBG41OTcKBG41OTcSBG41OTkiA011bAoXCgRuNTk4CgRuNTk5EgRuNjAwIgNBZGQKEgoEbjYwMBIEbjYwMSIEU3FydAoWCgRuNjAxCgNjMzESBG42MDMiA0FkZAoXCgRuNTk2CgRuNjAzEgRuNjA0IgNEaXYKFwoEbjU5NwoEbjYwMxIEbjYwNSIDRGl2ChYKBG42MDQKA2MxOBIEbjYwNyIDTXVsChYKBG42MDUKA2MxOBIEbjYwOSIDTXVsChYKBG4yMjUKA2luMRIEbjYxMCIDTXVsChcKBG42MDcKBG42MTASBG42MTEiA1N1YgoWCgRuMjI1CgNpbjISBG42MTIiA011bAoXCgRuNjA5CgRuNjEyEgRuNjEzIgNTdWIKFwoEbjU1MAoEbjYxMRIEbjYxNCIDTXVsChcKBG41NTMKBG42MTMSBG42MTUiA011bAoXCgRuNjE0CgRuNjE1EgRuNjE2IgNBZGQKEQoEbjYxNhIEbjYxNyIDTmVnChcKBG42MTEKBG42MTESBG42MTgiA011bAoXCgRuNjEzCgRuNjEzEgRuNjE5IgNNdWwKFwoEbjYxOAoEbjYxORIEbjYyMCIDQWRkChYKBG42MjAKA2MxMhIEbjYyMiIDQWRkChcKBG42MTcKBG42MjISBG42MjMiA0RpdgoWCgRuNjIzCgNjMTESBG42MjUiA01heAoVCgRuNjI1CgJjMBIEbjYyNyIDTWluChcKBG42MDcKBG42MjcSBG42MjgiA011bAoXCgRuNTUwCgRuNjI4EgRuNjI5IgNBZGQKFwoEbjYwOQoEbjYyNxIEbjYzMCIDTXVsChcKBG41NTMKBG42MzASBG42MzEiA0FkZAoWCgNjMTIKBG4yNjISBG42MzMiA011bAoXCgRuNjMzCgRuNjI3EgRuNjM0IgNNdWwKFQoEbjYzNAoCYzASBG42MzYiA011bAoXCgRuNjM2CgRuNjM2EgRuNjM3IgNNdWwKFwoEbjIyNQoEbjYyNxIEbjYzOCIDTXVsChYKBG42MzcKA2MyMBIEbjY0MSIDRGl2ChYKA2MxMgoEbjY0MRIEbjY0MiIDU3ViChcKBG42MzcKBG42MzcSBG42NDMiA011bAoWCgRuNjQzCgNjMTUSBG42NDUiA0RpdgoXCgRuNjQyCgRuNjQ1EgRuNjQ2IgNBZGQKFwoEbjYzOAoEbjY0NhIEbjY0NyIDTXVsChEKBG42MzYSBG42NDgiA0NvcwoRCgRuNjM2EgRuNjQ5IgNTaW4KFgoDaW4xCgRuNjQ4EgRuNjUwIgNNdWwKFgoDaW4yCgRuNjQ5EgRuNjUxIgNNdWwKFwoEbjY1MAoEbjY1MRIEbjY1MiIDU3ViChcKBG42NDcKBG42NTISBG42NTMiA011bAoWCgNpbjIKBG42NDgSBG42NTQiA011bAoWCgNpbjEKBG42NDkSBG42NTUiA011bAoXCgRuNjU0CgRuNjU1EgRuNjU2IgNBZGQKFwoEbjY0NwoEbjY1NhIEbjY1NyIDTXVsChcKBG42MjkKBG42NTMSBG42NTgiA1N1YgoXCgRuNjMxCgRuNjU3EgRuNjU5IgNTdWIKFwoEbjY1OAoEbjY1OBIEbjY2MCIDTXVsChcKBG42NTkKBG42NTkSBG42NjEiA011bAoXCgRuNjYwCgRuNjYxEgRuNjYyIgNBZGQKEgoEbjY2MhIEbjY2MyIEU3FydAoWCgRuNjM2CgNjMzMSBG42NjUiA011bAoRCgRuNjY1EgRuNjY2IgNDb3MKFgoEbjYzNgoDYzMzEgRuNjY4IgNNdWwKEQoEbjY2OBIEbjY2OSIDU2luChYKA2luMQoEbjY2NhIEbjY3MCIDTXVsChYKA2luMgoEbjY2ORIEbjY3MSIDTXVsChcKBG42NzAKBG42NzESBG42NzIiA1N1YgoXCgRuNjA0CgRuNjcyEgRuNjczIgNNdWwKFgoDaW4yCgRuNjY2EgRuNjc0IgNNdWwKFgoDaW4xCgRuNjY5EgRuNjc1IgNNdWwKFwoEbjY3NAoEbjY3NRIEbjY3NiIDQWRkChcKBG42MDUKBG42NzYSBG42NzciA011bAoXCgRuNjczCgRuNjc3EgRuNjc4IgNBZGQKGwoEbjY3OAoDYzM0EgVuNjgwYiIHR3JlYXRlcgoeCgVuNjgwYhIEbjY4MCIEQ2FzdCoJCgJ0bxgBoAECChoKBG42ODAKAmMwEgVuNjgyYiIHR3JlYXRlcgofCgVuNjgyYgoDYzM1CgRuNjYzEgRuNjgyIgVXaGVyZQoWCgNjMjQKBG4yNjISBG42ODQiA011bAoXCgRuNjg0CgRuNjI3EgRuNjg1IgNNdWwKFQoEbjY4NQoCYzASBG42ODciA011bAoXCgRuNjg3CgRuNjg3EgRuNjg4IgNNdWwKFwoEbjIyNQoEbjYyNxIEbjY4OSIDTXVsChYKBG42ODgKA2MyMBIEbjY5MiIDRGl2ChYKA2MxMgoEbjY5MhIEbjY5MyIDU3ViChcKBG42ODgKBG42ODgSBG42OTQiA011bAoWCgRuNjk0CgNjMTUSBG42OTYiA0RpdgoXCgRuNjkzCgRuNjk2EgRuNjk3IgNBZGQKFwoEbjY4OQoEbjY5NxIEbjY5OCIDTXVsChEKBG42ODcSBG42OTkiA0NvcwoRCgRuNjg3EgRuNzAwIgNTaW4KFgoDaW4xCgRuNjk5EgRuNzAxIgNNdWwKFgoDaW4yCgRuNzAwEgRuNzAyIgNNdWwKFwoEbjcwMQoEbjcwMhIEbjcwMyIDU3ViChcKBG42OTgKBG43MDMSBG43MDQiA011bAoWCgNpbjIKBG42OTkSBG43MDUiA011bAoWCgNpbjEKBG43MDASBG43MDYiA011bAoXCgRuNzA1CgRuNzA2EgRuNzA3IgNBZGQKFwoEbjY5OAoEbjcwNxIEbjcwOCIDTXVsChcKBG42MjkKBG43MDQSBG43MDkiA1N1YgoXCgRuNjMxCgRuNzA4EgRuNzEwIgNTdWIKFwoEbjcwOQoEbjcwORIEbjcxMSIDTXVsChcKBG43MTAKBG43MTASBG43MTIiA011bAoXCgRuNzExCgRuNzEyEgRuNzEzIgNBZGQKEgoEbjcxMxIEbjcxNCIEU3FydAoWCgRuNjg3CgNjMzMSBG43MTYiA011bAoRCgRuNzE2EgRuNzE3IgNDb3MKFgoEbjY4NwoDYzMzEgRuNzE5IgNNdWwKEQoEbjcxORIEbjcyMCIDU2luChYKA2luMQoEbjcxNxIEbjcyMSIDTXVsChYKA2luMgoEbjcyMBIEbjcyMiIDTXVsChcKBG43MjEKBG43MjISBG43MjMiA1N1YgoXCgRuNjA0CgRuNzIzEgRuNzI0IgNNdWwKFgoDaW4yCgRuNzE3EgRuNzI1IgNNdWwKFgoDaW4xCgRuNzIwEgRuNzI2IgNNdWwKFwoEbjcyNQoEbjcyNhIEbjcyNyIDQWRkChcKBG42MDUKBG43MjcSBG43MjgiA011bAoXCgRuNzI0CgRuNzI4EgRuNzI5IgNBZGQKGwoEbjcyOQoDYzM0EgVuNzMxYiIHR3JlYXRlcgoeCgVuNzMxYhIEbjczMSIEQ2FzdCoJCgJ0bxgBoAECChoKBG43MzEKAmMwEgVuNzMzYiIHR3JlYXRlcgofCgVuNzMzYgoDYzM1CgRuNzE0EgRuNzMzIgVXaGVyZQoXCgRuNTMxCgRuMjYyEgRuNzM0IgNNdWwKFwoEbjczNAoEbjYyNxIEbjczNSIDTXVsChUKBG43MzUKAmMwEgRuNzM3IgNNdWwKFwoEbjczNwoEbjczNxIEbjczOCIDTXVsChcKBG4yMjUKBG42MjcSBG43MzkiA011bAoWCgRuNzM4CgNjMjASBG43NDIiA0RpdgoWCgNjMTIKBG43NDISBG43NDMiA1N1YgoXCgRuNzM4CgRuNzM4EgRuNzQ0IgNNdWwKFgoEbjc0NAoDYzE1EgRuNzQ2IgNEaXYKFwoEbjc0MwoEbjc0NhIEbjc0NyIDQWRkChcKBG43MzkKBG43NDcSBG43NDgiA011bAoRCgRuNzM3EgRuNzQ5IgNDb3MKEQoEbjczNxIEbjc1MCIDU2luChYKA2luMQoEbjc0ORIEbjc1MSIDTXVsChYKA2luMgoEbjc1MBIEbjc1MiIDTXVsChcKBG43NTEKBG43NTISBG43NTMiA1N1YgoXCgRuNzQ4CgRuNzUzEgRuNzU0IgNNdWwKFgoDaW4yCgRuNzQ5EgRuNzU1IgNNdWwKFgoDaW4xCgRuNzUwEgRuNzU2IgNNdWwKFwoEbjc1NQoEbjc1NhIEbjc1NyIDQWRkChcKBG43NDgKBG43NTcSBG43NTgiA011bAoXCgRuNjI5CgRuNzU0EgRuNzU5IgNTdWIKFwoEbjYzMQoEbjc1OBIEbjc2MCIDU3ViChcKBG43NTkKBG43NTkSBG43NjEiA011bAoXCgRuNzYwCgRuNzYwEgRuNzYyIgNNdWwKFwoEbjc2MQoEbjc2MhIEbjc2MyIDQWRkChIKBG43NjMSBG43NjQiBFNxcnQKFgoEbjczNwoDYzMzEgRuNzY2IgNNdWwKEQoEbjc2NhIEbjc2NyIDQ29zChYKBG43MzcKA2MzMxIEbjc2OSIDTXVsChEKBG43NjkSBG43NzAiA1NpbgoWCgNpbjEKBG43NjcSBG43NzEiA011bAoWCgNpbjIKBG43NzASBG43NzIiA011bAoXCgRuNzcxCgRuNzcyEgRuNzczIgNTdWIKFwoEbjYwNAoEbjc3MxIEbjc3NCIDTXVsChYKA2luMgoEbjc2NxIEbjc3NSIDTXVsChYKA2luMQoEbjc3MBIEbjc3NiIDTXVsChcKBG43NzUKBG43NzYSBG43NzciA0FkZAoXCgRuNjA1CgRuNzc3EgRuNzc4IgNNdWwKFwoEbjc3NAoEbjc3OBIEbjc3OSIDQWRkChsKBG43NzkKA2MzNBIFbjc4MWIiB0dyZWF0ZXIKHgoFbjc4MWISBG43ODEiBENhc3QqCQoCdG8YAaABAgoaCgRuNzgxCgJjMBIFbjc4M2IiB0dyZWF0ZXIKHwoFbjc4M2IKA2MzNQoEbjc2NBIEbjc4MyIFV2hlcmUKGwoEbjYyNwoDYzExEgVuNzg1YiIHR3JlYXRlcgoeCgVuNzg1YhIEbjc4NSIEQ2FzdCoJCgJ0bxgBoAECChcKBG41NTQKBG43ODUSBG43ODYiA011bAobCgNjMzYKBG42MjcSBW43ODhiIgdHcmVhdGVyCh4KBW43ODhiEgRuNzg4IgRDYXN0KgkKAnRvGAGgAQIKFwoEbjc4NgoEbjc4OBIEbjc4OSIDTXVsChsKA2MzNwoEbjc4MxIFbjc5MWIiB0dyZWF0ZXIKHgoFbjc5MWISBG43OTEiBENhc3QqCQoCdG8YAaABAgoXCgRuNzg5CgRuNzkxEgRuNzkyIgNNdWwKGwoEbjIyOQoDYzM4EgVuNzk0YiIHR3JlYXRlcgoeCgVuNzk0YhIEbjc5NCIEQ2FzdCoJCgJ0bxgBoAECChcKBG43OTIKBG43OTQSBG43OTUiA011bAocCgRuNjgyCgRuNzMzEgVuNzk2YiIHR3JlYXRlcgoeCgVuNzk2YhIEbjc5NiIEQ2FzdCoJCgJ0bxgBoAECChoKBG43OTYKAmMwEgVuNzk5YiIHR3JlYXRlcgoeCgVuNzk5YgoDYzEyCgNjMjQSBG43OTkiBVdoZXJlChEKBGluNTISBG44MDAiA0FicwoVCgNjMzkKA2MyMxIEbjgwMyIDRGl2ChwKBG44MDMKBG44MDASBW44MDRiIgdHcmVhdGVyCh4KBW44MDRiEgRuODA0IgRDYXN0KgkKAnRvGAGgAQIKGwoDYzQwCgRuMjQzEgVuODA2YiIHR3JlYXRlcgoeCgVuODA2YhIEbjgwNiIEQ2FzdCoJCgJ0bxgBoAECChcKBG44MDQKBG44MDYSBG44MDciA011bAobCgRuMjI5CgNjNDESBW44MDliIgdHcmVhdGVyCh4KBW44MDliEgRuODA5IgRDYXN0KgkKAnRvGAGgAQIKFwoEbjgwOQoEbjgwNxIEbjgxMCIDTXVsChEKBG4yMzUSBG44MTEiA05lZwoWCgRuODExCgNpbjESBG44MTIiA011bAoWCgRuMjMzCgNpbjISBG44MTMiA011bAoXCgRuODEyCgRuODEzEgRuODE0IgNBZGQKGwoEbjgxNAoDYzExEgVuODE2YiIHR3JlYXRlcgoeCgVuODE2YhIEbjgxNiIEQ2FzdCoJCgJ0bxgBoAECChoKBG44MTYKAmMwEgVuODE5YiIHR3JlYXRlcgoeCgVuODE5YgoDYzEyCgNjMjQSBG44MTkiBVdoZXJlChcKBG44MTEKBG44MTkSBG44MjAiA011bAoXCgRuMjMzCgRuODE5EgRuODIxIgNNdWwKFgoDaW4xCgRuODIxEgRuODIyIgNNdWwKFgoDaW4yCgRuODIwEgRuODIzIgNNdWwKFwoEbjgyMgoEbjgyMxIEbjgyNCIDU3ViChYKA2luMQoEbjgyMBIEbjgyNSIDTXVsChYKA2luMgoEbjgyMRIEbjgyNiIDTXVsChcKBG44MjUKBG44MjYSBG44MjciA0FkZAoRCgRuODI3EgRuODI5IgNBYnMKGwoEbjgyOQoDYzIyEgVuODMwYiIHR3JlYXRlcgoeCgVuODMwYhIEbjgzMCIEQ2FzdCoJCgJ0bxgBoAECChoKBG44MzAKAmMwEgVuODMxYiIHR3JlYXRlcgofCgVuODMxYgoEbjgyNwoDYzIyEgRuODMxIgVXaGVyZQoXCgRuODI0CgRuODMxEgRuODMyIgNEaXYKEgoEbjgzMhIEbjgzMyIEQXRhbgobCgNjMTEKBG44MjcSBW44MzZiIgdHcmVhdGVyCh4KBW44MzZiEgRuODM2IgRDYXN0KgkKAnRvGAGgAQIKGwoDYzExCgRuODI0EgVuODM4YiIHR3JlYXRlcgoeCgVuODM4YhIEbjgzOCIEQ2FzdCoJCgJ0bxgBoAECChYKBG44MzMKA2MyMxIEbjgzOSIDU3ViChYKBG44MzMKA2MyMxIEbjg0MCIDQWRkChoKBG44MzgKAmMwEgVuODQxYiIHR3JlYXRlcgogCgVuODQxYgoEbjgzOQoEbjg0MBIEbjg0MSIFV2hlcmUKGgoEbjgzNgoCYzASBW44NDJiIgdHcmVhdGVyCiAKBW44NDJiCgRuODQxCgRuODMzEgRuODQyIgVXaGVyZQoXCgRuODQyCgRuNTI0EgRuODQ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","entry_sha256":"1f1bf733d16ef37ba1229ca994472e206cc9be88b1cda0285814090b145a8fab","entry_bytes":41862,"ops":["Abs","Add","Atan","Cast","Concat","Cos","Div","Gather","Gemm","Greater","Max","Min","Mul","Neg","Relu","Sin","Split","Sqrt","Sub","Where"],"tried":["Public entry vs Starter, 3000 fresh paired matches: score 0.992, 2976 kills and 24 losses; native and ONNX records identical.","Exact native rule translation: 8773 decisions, no clamped-action or shooting mismatch; 96-unit residual export: 8229 decisions, max clamped-action error 2.3841858e-7, no shooting mismatch.","Early response scored 0.83 /1000 against public entry but 0.9535 /3000 against Starter. Rejected as final: response overfit; Starter added to mixed-pool training.","Link 1: six-minute response to the public entry; fresh previous-opponent score 0.9125 /1000, public-entry score 0.901 /1000.","Link 2: six-minute response to link 1; fresh previous-opponent score 0.8955 /1000, public-entry score 0.884 /1000.","Link 3: six-minute response to link 2; fresh previous-opponent score 0.931 /1000, public-entry score 0.504 /1000.","Link 4: six-minute response to link 3; fresh previous-opponent score 0.9555 /1000, public-entry score 0.37 /1000.","Link 5: six-minute response to link 4; fresh previous-opponent score 0.95 /1000, public-entry score 0.3505 /1000.","Link 6: six-minute response to link 5; fresh previous-opponent score 0.891 /1000, public-entry score 0.158 /1000.","Link 7: six-minute response to link 6; fresh previous-opponent score 0.9135 /1000, public-entry score 0.2855 /1000.","Starter direct ONNX timed out after 300s; used the parity-checked native graph.","Auxiliary neural opponent: frozen 256x256 Starter backbone, evolved 771-parameter action head; 480s native search after the earlier ONNX search; fresh public-entry score 0.019 /1000. backbone max_feature_error=0.000002861023.","Early mixed checkpoint: fresh public-entry score 0.4005 /1000, Starter 0.99 /500. Later mixed checkpoint: fresh public-entry score 0.6795 /1000, Starter 0.998 /500.","Repair selection: old-model score .195 against the new response; repaired selection scores versus [public,L1,L2,L3,L4,L5,L6,L7,new response] [0.635, 0.63, 0.59, 0.795, 0.88, 0.97, 0.95, 0.765, 0.345] /100 each, Starter 1.0 /500; four-minute repair retained on fresh extended-league selection.","Repaired final targeted response selection (opponent side /200): [(0.8525, '.cache/repair/exploiter.json'), (0.87, '.cache/repair/exploiter.json.last'), (0.07, '.cache/repair/neural.json'), (0.085, '.cache/repair/neural.json.last')].","Pre-repair frozen checkpoint: direct ONNX and native graph had identical complete records on 200 further paired games (score 0.7225); native inference was used for large final records to preserve the targeted-search budget.","BEST repaired model: fresh Starter 0.999 /3000; builtins 0.99875 /800; public entry 0.6625 /1000; strongest newly targeted response 0.147 /500."],"next":"Retain this candidate for league training and cross-play. The ten-minute response held it to 0.147, so further adversarial training is needed before promotion. Continue adaptive double-oracle/self-play with full-network opponents, then compare against other seats. Private leaderboard strength and a top-three finish remain untested."}