{"approach":"Two-expert selector: an 8-wide ReLU classifier selects the complete action of either of two tuned rule checkpoints each tick. Input is 56 observation floats plus both raw 3-action proposals. PPO trained against current with seed 4; width 8 is fourth of [2,4,6,8], learning rate 0.0003 fourth of [0.00001,0.00003,0.0001,0.0003]. Identical pure ONNX subgraphs and constants were shared to fit the size cap. Seed-4 sequential curriculum, warm-started from the public current rule. Repository run_match with randomize_spawns=true and default 90-second physics. Native translation for search; actual ONNX models for baseline and final scoring. Elimination 1, HP timeout win 0.75, draw 0.5, loss 0. Randomized spawns, paired sides, separate training/selection/final seed ranges. Fourth choices: population 64 from [16,32,48,64], initial multiplicative mutation sigma 0.16 from [0.02,0.04,0.08,0.16], reverse built-in order brawler/ace/chaser/dogfighter from four sensible orders. Initial rule stages optimized 34 strategy constants without changing the simulator or adding operator types. Screen the top eight current-match candidates against Starter; accept improvements only with separate current-match and earlier-stage checks. Speed-dependent wrap variants were tested separately and rejected. Earlier stages remain retention gates. Completed measurements; see tried for gates and limitations. Final built-in reports reset each native opponent at every match start.","blocked":null,"current_vs_starter":0.993,"records":{"starter":{"matches":3000,"score":0.9928333333333333},"current":{"matches":1000,"wins":838,"losses":107,"draws":55,"score":0.8655},"builtins":{"matches":800,"score":1.0},"exploiter":{"matches":500,"score":0.065,"how":"Ten-minute assessment: two seeded evolutionary exploiters ran concurrently for 570 seconds each (bounded generation overshoot); 32 candidates/generation, 24 training matches, fresh 128-match checks, 256-match selection validation. One mutated the final rule constants from a mirror; one evolved all 771 output-head weights/biases of the frozen Starter backbone. Strongest selected on a separate 1,000-match set: rule. Selection opponent scores: {'rule': 0.917, 'neural': 0.0325}. Final 500 matches use two actual ONNX models, fresh seeds, 250 per side. Challenger ONNX SHA-256=8fd93a2c584b8dd90526fc4d404793224a4d59d8bd953e6a637fcb6a1779171f. Rebuild the two-expert selector using the unchanged expert_w0/expert_b0/expert_w1/expert_b1 from submitted entry, public rule graph with expert B constants and expert A constants below (input obs[0:56], A action, B action; choose A iff logit0>logit1). Expert A float32 constants: [0.5,250.0,5.0,90.0,600.0,1000.0,4.0,0.2726761,3.2,20.0,230.0,0.0,1.0,0.02,10.0,120.0,12.0,1.2268497,400.0,0.10110754,6.0,0.001,1e-09,3.1415927,-1.0,0.9768065,173.69247,0.35433033,453.19452,-1000.0,0.9850671,1e-06,0.041666668,2.0,0.988959,100.0,0.3303032,16.769522,58.04449,0.68382746,186.02802,81.70383,0.707,0.002988609,10.101246,0.5294526,476.1993,802.738,614.9687,38.01738,42.35051,0.058685504,0.13041167,151.96492,115.97454,25.30678,1.0439979,0.22265689,41.791286,0.2,790.38257,0.1,20.618141,-0.1,0.24233378]; Expert B constants: [0.5,250.0,5.0,90.0,600.0,1000.0,4.0,0.19890386,3.2,20.0,230.0,0.0,1.0,0.02,10.0,120.0,12.0,0.67287797,400.0,0.15811206,6.0,0.001,1e-09,3.1415927,-1.0,0.9681259,44.6497,0.87731993,124.825516,-1000.0,1.3224243,1e-06,0.041666668,2.0,0.67024934,100.0,0.52223575,13.045319,46.407967,0.6464399,148.49445,96.85088,0.707,0.003668148,8.522617,0.4889098,217.30844,280.4802,511.3427,158.24901,42.919838,0.1411623,0.3549756,162.1843,80.24032,20.753538,0.98789924,0.25099838,28.090902,0.2,537.07245,0.1,20.349915,-0.1,0.13318805]"}},"entry":"CAg645wCCiUKA29icwoEZ2lkeBIDc2VsIgZHYXRoZXIqCwoEYXhpcxgBoAECCt0BCgNzZWwSA2luMBIDaW4xEgNpbjISA2luMxIDaW40EgNpbjUSA2luOBIDaW45EgRpbjEwEgRpbjExEgRpbjEyEgRpbjE0EgRpbjE1EgRpbjE2EgRpbjE5EgRpbjIwEgRpbjIxEgRpbjIzEgRpbjI0EgRpbjI1EgRpbjUyEgRpbjU1EgRpbjU2EgRpbjU3EgRpbjU4EgRpbjY2EgRpbjY3EgRpbjY4EgRpbjc1EgRpbjc2EgRpbjc3EgRpbjc5EgRpbjgwEgRpbjgxIgVTcGxpdCoLCgRheGlzGAGgAQIKFAoDaW4wCgJjMRIEbjIyNSIDTXVsChQKA2luMwoCYzISBG4yMjciA011bAoUCgNpbjQKAmMzEgRuMjI5IgNNdWwKFAoDaW41CgJjNBIEbjIzMSIDTXVsChQKA2luOAoCYzUSBG4yMzMiA011bAoUCgNpbjkKAmM1EgRuMjM1IgNNdWwKFQoEaW4xMAoCYzESBG4yMzciA011bAoVCgRpbjE2CgJjNhIEbjIzOSIDTXVsChUKBG4yMzkKAmM3EgRuMjQxIgNNdWwKFQoEaW4xNAoCYzUSBG4yNDMiA011bAoVCgRuMjI1CgJjORIEbjI0NyIDU3ViChYKBG4yNDcKA2MxMBIEbjI0OSIDRGl2ChYKBG4yNDkKA2MxMRIEbjI1MSIDTWF4ChYKBG4yNTEKA2MxMhIEbjI1MyIDTWluChUKAmM4CgRuMjUzEgRuMjU0IgNNdWwKFQoCYzYKBG4yNTQSBG4yNTUiA1N1YgoVCgJjMgoEbjIyNxIEbjI1OSIDU3ViChYKA2MxMwoEbjI1ORIEbjI2MCIDTXVsChYKA2MxMgoEbjI2MBIEbjI2MSIDU3ViChcKBG4yNTUKBG4yNjESBG4yNjIiA011bAoWCgRuMjI5CgNjMTISBG4yNjQiA01heAoWCgRuMjY0CgNjMTQSBG4yNjYiA01pbgoWCgRuMjY2CgNjMTUSBG4yNjgiA0RpdgoXCgRuMjI1CgRuMjY4EgRuMjY5IgNNdWwKFgoEbjI2OQoDaW4xEgRuMjcwIgNNdWwKFwoEbjIyNQoEbjI2OBIEbjI3MSIDTXVsChYKBG4yNzEKA2luMhIEbjI3MiIDTXVsChUKBGluNjYKAmMxEgRuMjc0IgNNdWwKFwoEbjIzNwoEbjI3NBIEbjI3NSIDU3ViChYKBG4yNzUKA2MxNhIEbjI3NyIDTXVsChYKBG4yNzcKA2MxNxIEbjI3OSIDTXVsChYKBG4yNDMKA2MxOBIEbjI4MSIDRGl2ChYKBG4yODEKA2MxORIEbjI4MyIDTWluChcKBG4yNjgKBG4yODMSBG4yODQiA0FkZAoXCgRuMjQxCgRuMjg0EgRuMjg1IgNNdWwKFQoEbjI4NQoCYzASBG4yODciA011bAoXCgRuMjg3CgRuMjg3EgRuMjg4IgNNdWwKFwoEbjIzNwoEbjI4NBIEbjI4OSIDTXVsChYKBG4yODgKA2MyMBIEbjI5MiIDRGl2ChYKA2MxMgoEbjI5MhIEbjI5MyIDU3ViChcKBG4yODgKBG4yODgSBG4yOTQiA011bAoWCgRuMjk0CgNjMTUSBG4yOTYiA0RpdgoXCgRuMjkzCgRuMjk2EgRuMjk3IgNBZGQKFwoEbjI4OQoEbjI5NxIEbjI5OCIDTXVsChcKBG4yNzkKBG4yODQSBG4yOTkiA011bAoXCgRuMjk5CgRuMjg0EgRuMzAwIgNNdWwKFQoEbjMwMAoCYzASBG4zMDIiA011bAoXCgRuMjk4CgRuMzAyEgRuMzAzIgNBZGQKEQoEbjI4NxIEbjMwNCIDQ29zChEKBG4yODcSBG4zMDUiA1NpbgoXCgRpbjExCgRuMzA0EgRuMzA2IgNNdWwKFwoEaW4xMgoEbjMwNRIEbjMwNyIDTXVsChcKBG4zMDYKBG4zMDcSBG4zMDgiA1N1YgoXCgRuMzAzCgRuMzA4EgRuMzA5IgNNdWwKFwoEaW4xMgoEbjMwNBIEbjMxMCIDTXVsChcKBGluMTEKBG4zMDUSBG4zMTEiA011bAoXCgRuMzEwCgRuMzExEgRuMzEyIgNBZGQKFwoEbjMwMwoEbjMxMhIEbjMxMyIDTXVsChcKBG4yMzMKBG4zMDkSBG4zMTQiA0FkZAoXCgRuMzE0CgRuMjcwEgRuMzE1IgNTdWIKFwoEbjIzNQoEbjMxMxIEbjMxNiIDQWRkChcKBG4zMTYKBG4yNzISBG4zMTciA1N1YgoXCgRuMzE1CgRuMzE1EgRuMzE4IgNNdWwKFwoEbjMxNwoEbjMxNxIEbjMxOSIDTXVsChcKBG4zMTgKBG4zMTkSBG4zMjAiA0FkZAoSCgRuMzIwEgRuMzIxIgRTcXJ0ChYKBG4zMjEKA2MxNhIEbjMyMyIDU3ViChYKBG4zMjMKA2MxMRIEbjMyNSIDTWF4ChYKBG4zMjUKA2MxOBIEbjMyNyIDRGl2ChYKBG4zMjcKA2MxORIEbjMyOSIDTWluChcKBG4yNjgKBG4zMjkSBG4zMzAiA0FkZAoXCgRuMjQxCgRuMzMwEgRuMzMxIgNNdWwKFQoEbjMzMQoCYzASBG4zMzMiA011bAoXCgRuMzMzCgRuMzMzEgRuMzM0IgNNdWwKFwoEbjIzNwoEbjMzMBIEbjMzNSIDTXVsChYKBG4zMzQKA2MyMBIEbjMzOCIDRGl2ChYKA2MxMgoEbjMzOBIEbjMzOSIDU3ViChcKBG4zMzQKBG4zMzQSBG4zNDAiA011bAoWCgRuMzQwCgNjMTUSBG4zNDIiA0RpdgoXCgRuMzM5CgRuMzQyEgRuMzQzIgNBZGQKFwoEbjMzNQoEbjM0MxIEbjM0NCIDTXVsChcKBG4yNzkKBG4zMzASBG4zNDUiA011bAoXCgRuMzQ1CgRuMzMwEgRuMzQ2IgNNdWwKFQoEbjM0NgoCYzASBG4zNDgiA011bAoXCgRuMzQ0CgRuMzQ4EgRuMzQ5IgNBZGQKEQoEbjMzMxIEbjM1MCIDQ29zChEKBG4zMzMSBG4zNTEiA1NpbgoXCgRpbjExCgRuMzUwEgRuMzUyIgNNdWwKFwoEaW4xMgoEbjM1MRIEbjM1MyIDTXVsChcKBG4zNTIKBG4zNTMSBG4zNTQiA1N1YgoXCgRuMzQ5CgRuMzU0EgRuMzU1IgNNdWwKFwoEaW4xMgoEbjM1MBIEbjM1NiIDTXVsChcKBGluMTEKBG4zNTESBG4zNTciA011bAoXCgRuMzU2CgRuMzU3EgRuMzU4IgNBZGQKFwoEbjM0OQoEbjM1OBIEbjM1OSIDTXVsChcKBG4yMzMKBG4zNTUSBG4zNjAiA0FkZAoXCgRuMzYwCgRuMjcwEgRuMzYxIgNTdWIKFwoEbjIzNQoEbjM1ORIEbjM2MiIDQWRkChcKBG4zNjIKBG4yNzISBG4zNjMiA1N1YgoXCgRuMzYxCgRuMzYxEgRuMzY0IgNNdWwKFwoEbjM2MwoEbjM2MxIEbjM2NSIDTXVsChcKBG4zNjQKBG4zNjUSBG4zNjYiA0FkZAoSCgRuMzY2EgRuMzY3IgRTcXJ0ChYKBG4zNjcKA2MxNhIEbjM2OSIDU3ViChYKBG4zNjkKA2MxMRIEbjM3MSIDTWF4ChYKBG4zNzEKA2MxOBIEbjM3MyIDRGl2ChYKBG4zNzMKA2MxORIEbjM3NSIDTWluChcKBG4yNjgKBG4zNzUSBG4zNzYiA0FkZAoXCgRuMjQxCgRuMzc2EgRuMzc3IgNNdWwKFQoEbjM3NwoCYzASBG4zNzkiA011bAoXCgRuMzc5CgRuMzc5EgRuMzgwIgNNdWwKFwoEbjIzNwoEbjM3NhIEbjM4MSIDTXVsChYKBG4zODAKA2MyMBIEbjM4NCIDRGl2ChYKA2MxMgoEbjM4NBIEbjM4NSIDU3ViChcKBG4zODAKBG4zODASBG4zODYiA011bAoWCgRuMzg2CgNjMTUSBG4zODgiA0RpdgoXCgRuMzg1CgRuMzg4EgRuMzg5IgNBZGQKFwoEbjM4MQoEbjM4ORIEbjM5MCIDTXVsChcKBG4yNzkKBG4zNzYSBG4zOTEiA011bAoXCgRuMzkxCgRuMzc2EgRuMzkyIgNNdWwKFQoEbjM5MgoCYzASBG4zOTQiA011bAoXCgRuMzkwCgRuMzk0EgRuMzk1IgNBZGQKEQoEbjM3ORIEbjM5NiIDQ29zChEKBG4zNzkSBG4zOTciA1NpbgoXCgRpbjExCgRuMzk2EgRuMzk4IgNNdWwKFwoEaW4xMgoEbjM5NxIEbjM5OSIDTXVsChcKBG4zOTgKBG4zOTkSBG40MDAiA1N1YgoXCgRuMzk1CgRuNDAwEgRuNDAxIgNNdWwKFwoEaW4xMgoEbjM5NhIEbjQwMiIDTXVsChcKBGluMTEKBG4zOTcSBG40MDMiA011bAoXCgRuNDAyCgRuNDAzEgRuNDA0IgNBZGQKFwoEbjM5NQoEbjQwNBIEbjQwNSIDTXVsChcKBG4yMzMKBG40MDESBG40MDYiA0FkZAoXCgRuNDA2CgRuMjcwEgRuNDA3IgNTdWIKFwoEbjIzNQoEbjQwNRIEbjQwOCIDQWRkChcKBG40MDgKBG4yNzISBG40MDkiA1N1YgoXCgRuNDA3CgRuNDA3EgRuNDEwIgNNdWwKFwoEbjQwOQoEbjQwORIEbjQxMSIDTXVsChcKBG40MTAKBG40MTESBG40MTIiA0FkZAoSCgRuNDEyEgRuNDEzIgRTcXJ0ChYKBG40MTMKA2MxNhIEbjQxNSIDU3ViChYKBG40MTUKA2MxMRIEbjQxNyIDTWF4ChYKBG40MTcKA2MxOBIEbjQxOSIDRGl2ChcKBG40MDcKBG40MDcSBG40MjAiA011bAoXCgRuNDA5CgRuNDA5EgRuNDIxIgNNdWwKFwoEbjQyMAoEbjQyMRIEbjQyMiIDQWRkChIKBG40MjISBG40MjMiBFNxcnQKFgoEbjQyMwoDYzIxEgRuNDI1IgNBZGQKFgoDaW4xCgRuNDA5EgRuNDI2IgNNdWwKFgoDaW4yCgRuNDA3EgRuNDI3IgNNdWwKFwoEbjQyNgoEbjQyNxIEbjQyOCIDU3ViChYKA2luMQoEbjQwNxIEbjQyOSIDTXVsChYKA2luMgoEbjQwORIEbjQzMCIDTXVsChcKBG40MjkKBG40MzASBG40MzEiA0FkZAoRCgRuNDMxEgRuNDMzIgNBYnMKGwoEbjQzMwoDYzIyEgVuNDM0YiIHR3JlYXRlcgoeCgVuNDM0YhIEbjQzNCIEQ2FzdCoJCgJ0bxgBoAECChoKBG40MzQKAmMwEgVuNDM1YiIHR3JlYXRlcgofCgVuNDM1YgoEbjQzMQoDYzIyEgRuNDM1IgVXaGVyZQoXCgRuNDI4CgRuNDM1EgRuNDM2IgNEaXYKEgoEbjQzNhIEbjQzNyIEQXRhbgobCgNjMTEKBG40MzESBW40NDBiIgdHcmVhdGVyCh4KBW40NDBiEgRuNDQwIgRDYXN0KgkKAnRvGAGgAQIKGwoDYzExCgRuNDI4EgVuNDQyYiIHR3JlYXRlcgoeCgVuNDQyYhIEbjQ0MiIEQ2FzdCoJCgJ0bxgBoAECChYKBG40MzcKA2MyMxIEbjQ0MyIDU3ViChYKBG40MzcKA2MyMxIEbjQ0NCIDQWRkChoKBG40NDIKAmMwEgVuNDQ1YiIHR3JlYXRlcgogCgVuNDQ1YgoEbjQ0MwoEbjQ0NBIEbjQ0NSIFV2hlcmUKGgoEbjQ0MAoCYzASBW40NDZiIgdHcmVhdGVyCiAKBW40NDZiCgRuNDQ1CgRuNDM3EgRuNDQ2IgVXaGVyZQoXCgRuMjY4CgRuNDE5EgRuNDQ3IgNBZGQKFwoEbjI0MQoEbjQ0NxIEbjQ0OCIDTXVsChEKBG40NDgSBG40NDkiA0NvcwoRCgRuNDQ4EgRuNDUwIgNTaW4KFwoEaW4xMQoEbjQ0ORIEbjQ1MSIDTXVsChcKBGluMTIKBG40NTASBG40NTIiA011bAoXCgRuNDUxCgRuNDUyEgRuNDUzIgNTdWIKFwoEaW4xMgoEbjQ0ORIEbjQ1NCIDTXVsChcKBGluMTEKBG40NTASBG40NTUiA011bAoXCgRuNDU0CgRuNDU1EgRuNDU2IgNBZGQKFwoEbjQwNwoEbjQ1MxIEbjQ1NyIDTXVsChcKBG40MDkKBG40NTYSBG40NTgiA011bAoXCgRuNDU3CgRuNDU4EgRuNDU5IgNBZGQKFwoEbjQ1OQoEbjQyNRIEbjQ2MCIDRGl2ChcKBG40NTMKBG4yMzUSBG40NjEiA011bAoXCgRuNDU2CgRuMjMzEgRuNDYyIgNNdWwKFwoEbjQ2MQoEbjQ2MhIEbjQ2MyIDU3ViChsKBG40NjMKA2MxMRIFbjQ2NWIiB0dyZWF0ZXIKHgoFbjQ2NWISBG40NjUiBENhc3QqCQoCdG8YAaABAgoaCgRuNDY1CgJjMBIFbjQ2OGIiB0dyZWF0ZXIKHgoFbjQ2OGIKA2MyNAoDYzEyEgRuNDY4IgVXaGVyZQobCgRuNDYwCgNjMjUSBW40NzBiIgdHcmVhdGVyCh4KBW40NzBiEgRuNDcwIgRDYXN0KgkKAnRvGAGgAQIKEQoEbjQ1NhIEbjQ3MSIDTmVnChcKBG40NzEKBG40NjgSBG40NzIiA011bAoWCgRuNDcyCgNjMjYSBG40NzQiA011bAoaCgRuNDcwCgJjMBIFbjQ3NmIiB0dyZWF0ZXIKHwoFbjQ3NmIKBG40NzQKA2MxMRIEbjQ3NiIFV2hlcmUKFwoEbjQwNwoEbjQ3NhIEbjQ3NyIDQWRkChcKBG40NTMKBG40NjgSBG40NzgiA011bAoWCgRuNDc4CgNjMjYSBG40ODAiA011bAoaCgRuNDcwCgJjMBIFbjQ4MmIiB0dyZWF0ZXIKHwoFbjQ4MmIKBG40ODAKA2MxMRIEbjQ4MiIFV2hlcmUKFwoEbjQwOQoEbjQ4MhIEbjQ4MyIDQWRkChcKBG4yMzMKBGluMTESBG40ODQiA011bAoXCgRuMjM1CgRpbjEyEgRuNDg1IgNNdWwKFwoEbjQ4NAoEbjQ4NRIEbjQ4NiIDQWRkChYKBG4yNDMKA2MxMhIEbjQ4OCIDQWRkChcKBG40ODYKBG40ODgSBG40ODkiA0RpdgobCgRuNDg5CgNjMjcSBW40OTFiIgdHcmVhdGVyCh4KBW40OTFiEgRuNDkxIgRDYXN0KgkKAnRvGAGgAQIKGwoEbjI0MwoDYzI4EgVuNDkzYiIHR3JlYXRlcgoeCgVuNDkzYhIEbjQ5MyIEQ2FzdCoJCgJ0bxgBoAECChcKBG40OTEKBG40OTMSBG40OTQiA011bAobCgRuNDc3CgNjMTESBW40OTZiIgdHcmVhdGVyCh4KBW40OTZiEgRuNDk2IgRDYXN0KgkKAnRvGAGgAQIKGgoEbjQ5NgoCYzASBW40OTliIgdHcmVhdGVyCh0KBW40OTliCgJjNQoDYzI5EgRuNDk5IgVXaGVyZQoXCgRuNDc3CgRuNDk5EgRuNTAwIgNTdWIKGgoEbjQ5NAoCYzASBW41MDFiIgdHcmVhdGVyCiAKBW41MDFiCgRuNTAwCgRuNDc3EgRuNTAxIgVXaGVyZQoWCgNpbjEKBG40ODMSBG41MDIiA011bAoWCgNpbjIKBG41MDESBG41MDMiA011bAoXCgRuNTAyCgRuNTAzEgRuNTA0IgNTdWIKFgoDaW4xCgRuNTAxEgRuNTA1IgNNdWwKFgoDaW4yCgRuNDgzEgRuNTA2IgNNdWwKFwoEbjUwNQoEbjUwNhIEbjUwNyIDQWRkChEKBG41MDcSBG41MDkiA0FicwobCgRuNTA5CgNjMjISBW41MTBiIgdHcmVhdGVyCh4KBW41MTBiEgRuNTEwIgRDYXN0KgkKAnRvGAGgAQIKGgoEbjUxMAoCYzASBW41MTFiIgdHcmVhdGVyCh8KBW41MTFiCgRuNTA3CgNjMjISBG41MTEiBVdoZXJlChcKBG41MDQKBG41MTESBG41MTIiA0RpdgoSCgRuNTEyEgRuNTEzIgRBdGFuChsKA2MxMQoEbjUwNxIFbjUxNmIiB0dyZWF0ZXIKHgoFbjUxNmISBG41MTYiBENhc3QqCQoCdG8YAaABAgobCgNjMTEKBG41MDQSBW41MThiIgdHcmVhdGVyCh4KBW41MThiEgRuNTE4IgRDYXN0KgkKAnRvGAGgAQIKFgoEbjUxMwoDYzIzEgRuNTE5IgNTdWIKFgoEbjUxMwoDYzIzEgRuNTIwIgNBZGQKGgoEbjUxOAoCYzASBW41MjFiIgdHcmVhdGVyCiAKBW41MjFiCgRuNTE5CgRuNTIwEgRuNTIxIgVXaGVyZQoaCgRuNTE2CgJjMBIFbjUyMmIiB0dyZWF0ZXIKIAoFbjUyMmIKBG41MjEKBG41MTMSBG41MjIiBVdoZXJlChYKBG4yNjIKA2MxNhIEbjUyNCIDRGl2ChcKBG41MjIKBG41MjQSBG41MjUiA0RpdgoWCgRuNTI1CgNjMzASBG41MjciA011bAoWCgRuNTI3CgNjMjQSBG41MjkiA01heAoWCgRuNTI5CgNjMTISBG41MzEiA01pbgoaCgJjMAoEaW4yMRIFbjUzM2IiB0dyZWF0ZXIKHgoFbjUzM2ISBG41MzMiBENhc3QqCQoCdG8YAaABAgoRCgRpbjE5EgRuNTM0IgNBYnMKEQoEaW4yMBIEbjUzNSIDQWJzChcKBG41MzQKBG41MzUSBG41MzYiA0FkZAobCgRuNTM2CgNjMzESBW41MzhiIgdHcmVhdGVyCh4KBW41MzhiEgRuNTM4IgRDYXN0KgkKAnRvGAGgAQIKFwoEbjUzMwoEbjUzOBIEbjUzOSIDTXVsChoKAmMwCgRpbjI1EgVuNTQxYiIHR3JlYXRlcgoeCgVuNTQxYhIEbjU0MSIEQ2FzdCoJCgJ0bxgBoAECChEKBGluMjMSBG41NDIiA0FicwoRCgRpbjI0EgRuNTQzIgNBYnMKFwoEbjU0MgoEbjU0MxIEbjU0NCIDQWRkChsKBG41NDQKA2MzMRIFbjU0NmIiB0dyZWF0ZXIKHgoFbjU0NmISBG41NDYiBENhc3QqCQoCdG8YAaABAgoXCgRuNTQxCgRuNTQ2EgRuNTQ3IgNNdWwKGgoEbjUzOQoCYzASBW41NDhiIgdHcmVhdGVyCiAKBW41NDhiCgRpbjE5CgRpbjIzEgRuNTQ4IgVXaGVyZQoVCgRuNTQ4CgJjNRIEbjU1MCIDTXVsChoKBG41MzkKAmMwEgVuNTUxYiIHR3JlYXRlcgogCgVuNTUxYgoEaW4yMAoEaW4yNBIEbjU1MSIFV2hlcmUKFQoEbjU1MQoCYzUSBG41NTMiA011bAoXCgRuNTM5CgRuNTQ3EgRuNTU0IgNNYXgKGgoCYzAKBGluNzcSBW41NTZiIgdHcmVhdGVyCh4KBW41NTZiEgRuNTU2IgRDYXN0KgkKAnRvGAGgAQIKEQoEaW43NRIEbjU1NyIDQWJzChEKBGluNzYSBG41NTgiA0FicwoXCgRuNTU3CgRuNTU4EgRuNTU5IgNBZGQKGwoEbjU1OQoDYzMxEgVuNTYxYiIHR3JlYXRlcgoeCgVuNTYxYhIEbjU2MSIEQ2FzdCoJCgJ0bxgBoAECChcKBG41NTYKBG41NjESBG41NjIiA011bAoaCgJjMAoEaW44MRIFbjU2NGIiB0dyZWF0ZXIKHgoFbjU2NGISBG41NjQiBENhc3QqCQoCdG8YAaABAgoRCgRpbjc5EgRuNTY1IgNBYnMKEQoEaW44MBIEbjU2NiIDQWJzChcKBG41NjUKBG41NjYSBG41NjciA0FkZAobCgRuNTY3CgNjMzESBW41NjliIgdHcmVhdGVyCh4KBW41NjliEgRuNTY5IgRDYXN0KgkKAnRvGAGgAQIKFwoEbjU2NAoEbjU2ORIEbjU3MCIDTXVsChoKBG41NjIKAmMwEgVuNTcxYiIHR3JlYXRlcgogCgVuNTcxYgoEaW43NQoEaW43ORIEbjU3MSIFV2hlcmUKFQoEbjU3MQoCYzUSBG41NzMiA011bAoaCgRuNTYyCgJjMBIFbjU3NGIiB0dyZWF0ZXIKIAoFbjU3NGIKBGluNzYKBGluODASBG41NzQiBVdoZXJlChUKBG41NzQKAmM1EgRuNTc2IgNNdWwKFwoEbjU2MgoEbjU3MBIEbjU3NyIDTWF4ChUKBGluNTYKAmMxEgRuNTc5IgNNdWwKFgoEbjIyNQoDaW4xEgRuNTgwIgNNdWwKFwoEbjU3OQoEaW41NxIEbjU4MSIDTXVsChcKBG41ODAKBG41ODESBG41ODIiA0FkZAoWCgRuNTgyCgNjMzISBG41ODQiA011bAoWCgRuMjI1CgNpbjISBG41ODUiA011bAoXCgRuNTc5CgRpbjU4EgRuNTg2IgNNdWwKFwoEbjU4NQoEbjU4NhIEbjU4NyIDQWRkChYKBG41ODcKA2MzMhIEbjU4OSIDTXVsChcKBG41NTAKBG41ODQSBG41OTAiA0FkZAoXCgRuNTkwCgRuNTczEgRuNTkxIgNTdWIKFwoEbjU1MwoEbjU4ORIEbjU5MiIDQWRkChcKBG41OTIKBG41NzYSBG41OTMiA1N1YgoXCgRpbjExCgRpbjY3EgRuNTk0IgNBZGQKFwoEaW4xMgoEaW42OBIEbjU5NSIDQWRkChoKBG41NzcKAmMwEgVuNTk2YiIHR3JlYXRlcgogCgVuNTk2YgoEbjU5MQoEbjU5NBIEbjU5NiIFV2hlcmUKGgoEbjU3NwoCYzASBW41OTdiIgdHcmVhdGVyCiAKBW41OTdiCgRuNTkzCgRuNTk1EgRuNTk3IgVXaGVyZQoXCgRuNTk2CgRuNTk2EgRuNTk4IgNNdWwKFwoEbjU5NwoEbjU5NxIEbjU5OSIDTXVsChcKBG41OTgKBG41OTkSBG42MDAiA0FkZAoSCgRuNjAwEgRuNjAxIgRTcXJ0ChYKBG42MDEKA2MzMRIEbjYwMyIDQWRkChcKBG41OTYKBG42MDMSBG42MDQiA0RpdgoXCgRuNTk3CgRuNjAzEgRuNjA1IgNEaXYKFgoEbjYwNAoDYzE4EgRuNjA3IgNNdWwKFgoEbjYwNQoDYzE4EgRuNjA5IgNNdWwKFgoEbjIyNQoDaW4xEgRuNjEwIgNNdWwKFwoEbjYwNwoEbjYxMBIEbjYxMSIDU3ViChYKBG4yMjUKA2luMhIEbjYxMiIDTXVsChcKBG42MDkKBG42MTISBG42MTMiA1N1YgoXCgRuNTUwCgRuNjExEgRuNjE0IgNNdWwKFwoEbjU1MwoEbjYxMxIEbjYxNSIDTXVsChcKBG42MTQKBG42MTUSBG42MTYiA0FkZAoRCgRuNjE2EgRuNjE3IgNOZWcKFwoEbjYxMQoEbjYxMRIEbjYxOCIDTXVsChcKBG42MTMKBG42MTMSBG42MTkiA011bAoXCgRuNjE4CgRuNjE5EgRuNjIwIgNBZGQKFgoEbjYyMAoDYzEyEgRuNjIyIgNBZGQKFwoEbjYxNwoEbjYyMhIEbjYyMyIDRGl2ChYKBG42MjMKA2MxMRIEbjYyNSIDTWF4ChUKBG42MjUKAmMwEgRuNjI3IgNNaW4KFwoEbjYwNwoEbjYyNxIEbjYyOCIDTXVsChcKBG41NTAKBG42MjgSBG42MjkiA0FkZAoXCgRuNjA5CgRuNjI3EgRuNjMwIgNNdWwKFwoEbjU1MwoEbjYzMBIEbjYzMSIDQWRkChYKA2MxMgoEbjI2MhIEbjYzMyIDTXVsChcKBG42MzMKBG42MjcSBG42MzQiA011bAoVCgRuNjM0CgJjMBIEbjYzNiIDTXVsChcKBG42MzYKBG42MzYSBG42MzciA011bAoXCgRuMjI1CgRuNjI3EgRuNjM4IgNNdWwKFgoEbjYzNwoDYzIwEgRuNjQxIgNEaXYKFgoDYzEyCgRuNjQxEgRuNjQyIgNTdWIKFwoEbjYzNwoEbjYzNxIEbjY0MyIDTXVsChYKBG42NDMKA2MxNRIEbjY0NSIDRGl2ChcKBG42NDIKBG42NDUSBG42NDYiA0FkZAoXCgRuNjM4CgRuNjQ2EgRuNjQ3IgNNdWwKEQoEbjYzNhIEbjY0OCIDQ29zChEKBG42MzYSBG42NDkiA1NpbgoWCgNpbjEKBG42NDgSBG42NTAiA011bAoWCgNpbjIKBG42NDkSBG42NTEiA011bAoXCgRuNjUwCgRuNjUxEgRuNjUyIgNTdWIKFwoEbjY0NwoEbjY1MhIEbjY1MyIDTXVsChYKA2luMgoEbjY0OBIEbjY1NCIDTXVsChYKA2luMQoEbjY0ORIEbjY1NSIDTXVsChcKBG42NTQKBG42NTUSBG42NTYiA0FkZAoXCgRuNjQ3CgRuNjU2EgRuNjU3IgNNdWwKFwoEbjYyOQoEbjY1MxIEbjY1OCIDU3ViChcKBG42MzEKBG42NTcSBG42NTkiA1N1YgoXCgRuNjU4CgRuNjU4EgRuNjYwIgNNdWwKFwoEbjY1OQoEbjY1ORIEbjY2MSIDTXVsChcKBG42NjAKBG42NjESBG42NjIiA0FkZAoSCgRuNjYyEgRuNjYzIgRTcXJ0ChYKBG42MzYKA2MzMxIEbjY2NSIDTXVsChEKBG42NjUSBG42NjYiA0NvcwoWCgRuNjM2CgNjMzMSBG42NjgiA011bAoRCgRuNjY4EgRuNjY5IgNTaW4KFgoDaW4xCgRuNjY2EgRuNjcwIgNNdWwKFgoDaW4yCgRuNjY5EgRuNjcxIgNNdWwKFwoEbjY3MAoEbjY3MRIEbjY3MiIDU3ViChcKBG42MDQKBG42NzISBG42NzMiA011bAoWCgNpbjIKBG42NjYSBG42NzQiA011bAoWCgNpbjEKBG42NjkSBG42NzUiA011bAoXCgRuNjc0CgRuNjc1EgRuNjc2IgNBZGQKFwoEbjYwNQoEbjY3NhIEbjY3NyIDTXVsChcKBG42NzMKBG42NzcSBG42NzgiA0FkZAobCgRuNjc4CgNjMzQSBW42ODBiIgdHcmVhdGVyCh4KBW42ODBiEgRuNjgwIgRDYXN0KgkKAnRvGAGgAQIKGgoEbjY4MAoCYzASBW42ODJiIgdHcmVhdGVyCh8KBW42ODJiCgNjMzUKBG42NjMSBG42ODIiBVdoZXJlChYKA2MyNAoEbjI2MhIEbjY4NCIDTXVsChcKBG42ODQKBG42MjcSBG42ODUiA011bAoVCgRuNjg1CgJjMBIEbjY4NyIDTXVsChcKBG42ODcKBG42ODcSBG42ODgiA011bAoXCgRuMjI1CgRuNjI3EgRuNjg5IgNNdWwKFgoEbjY4OAoDYzIwEgRuNjkyIgNEaXYKFgoDYzEyCgRuNjkyEgRuNjkzIgNTdWIKFwoEbjY4OAoEbjY4OBIEbjY5NCIDTXVsChYKBG42OTQKA2MxNRIEbjY5NiIDRGl2ChcKBG42OTMKBG42OTYSBG42OTciA0FkZAoXCgRuNjg5CgRuNjk3EgRuNjk4IgNNdWwKEQoEbjY4NxIEbjY5OSIDQ29zChEKBG42ODcSBG43MDAiA1NpbgoWCgNpbjEKBG42OTkSBG43MDEiA011bAoWCgNpbjIKBG43MDASBG43MDIiA011bAoXCgRuNzAxCgRuNzAyEgRuNzAzIgNTdWIKFwoEbjY5OAoEbjcwMxIEbjcwNCIDTXVsChYKA2luMgoEbjY5ORIEbjcwNSIDTXVsChYKA2luMQoEbjcwMBIEbjcwNiIDTXVsChcKBG43MDUKBG43MDYSBG43MDciA0FkZAoXCgRuNjk4CgRuNzA3EgRuNzA4IgNNdWwKFwoEbjYyOQoEbjcwNBIEbjcwOSIDU3ViChcKBG42MzEKBG43MDgSBG43MTAiA1N1YgoXCgRuNzA5CgRuNzA5EgRuNzExIgNNdWwKFwoEbjcxMAoEbjcxMBIEbjcxMiIDTXVsChcKBG43MTEKBG43MTISBG43MTMiA0FkZAoSCgRuNzEzEgRuNzE0IgRTcXJ0ChYKBG42ODcKA2MzMxIEbjcxNiIDTXVsChEKBG43MTYSBG43MTciA0NvcwoWCgRuNjg3CgNjMzMSBG43MTkiA011bAoRCgRuNzE5EgRuNzIwIgNTaW4KFgoDaW4xCgRuNzE3EgRuNzIxIgNNdWwKFgoDaW4yCgRuNzIwEgRuNzIyIgNNdWwKFwoEbjcyMQoEbjcyMhIEbjcyMyIDU3ViChcKBG42MDQKBG43MjMSBG43MjQiA011bAoWCgNpbjIKBG43MTcSBG43MjUiA011bAoWCgNpbjEKBG43MjASBG43MjYiA011bAoXCgRuNzI1CgRuNzI2EgRuNzI3IgNBZGQKFwoEbjYwNQoEbjcyNxIEbjcyOCIDTXVsChcKBG43MjQKBG43MjgSBG43MjkiA0FkZAobCgRuNzI5CgNjMzQSBW43MzFiIgdHcmVhdGVyCh4KBW43MzFiEgRuNzMxIgRDYXN0KgkKAnRvGAGgAQIKGgoEbjczMQoCYzASBW43MzNiIgdHcmVhdGVyCh8KBW43MzNiCgNjMzUKBG43MTQSBG43MzMiBVdoZXJlChcKBG41MzEKBG4yNjISBG43MzQiA011bAoXCgRuNzM0CgRuNjI3EgRuNzM1IgNNdWwKFQoEbjczNQoCYzASBG43MzciA011bAoXCgRuNzM3CgRuNzM3EgRuNzM4IgNNdWwKFwoEbjIyNQoEbjYyNxIEbjczOSIDTXVsChYKBG43MzgKA2MyMBIEbjc0MiIDRGl2ChYKA2MxMgoEbjc0MhIEbjc0MyIDU3ViChcKBG43MzgKBG43MzgSBG43NDQiA011bAoWCgRuNzQ0CgNjMTUSBG43NDYiA0RpdgoXCgRuNzQzCgRuNzQ2EgRuNzQ3IgNBZGQKFwoEbjczOQoEbjc0NxIEbjc0OCIDTXVsChEKBG43MzcSBG43NDkiA0NvcwoRCgRuNzM3EgRuNzUwIgNTaW4KFgoDaW4xCgRuNzQ5EgRuNzUxIgNNdWwKFgoDaW4yCgRuNzUwEgRuNzUyIgNNdWwKFwoEbjc1MQoEbjc1MhIEbjc1MyIDU3ViChcKBG43NDgKBG43NTMSBG43NTQiA011bAoWCgNpbjIKBG43NDkSBG43NTUiA011bAoWCgNpbjEKBG43NTASBG43NTYiA011bAoXCgRuNzU1CgRuNzU2EgRuNzU3IgNBZGQKFwoEbjc0OAoEbjc1NxIEbjc1OCIDTXVsChcKBG42MjkKBG43NTQSBG43NTkiA1N1YgoXCgRuNjMxCgRuNzU4EgRuNzYwIgNTdWIKFwoEbjc1OQoEbjc1ORIEbjc2MSIDTXVsChcKBG43NjAKBG43NjASBG43NjIiA011bAoXCgRuNzYxCgRuNzYyEgRuNzYzIgNBZGQKEgoEbjc2MxIEbjc2NCIEU3FydAoWCgRuNzM3CgNjMzMSBG43NjYiA011bAoRCgRuNzY2EgRuNzY3IgNDb3MKFgoEbjczNwoDYzMzEgRuNzY5IgNNdWwKEQoEbjc2ORIEbjc3MCIDU2luChYKA2luMQoEbjc2NxIEbjc3MSIDTXVsChYKA2luMgoEbjc3MBIEbjc3MiIDTXVsChcKBG43NzEKBG43NzISBG43NzMiA1N1YgoXCgRuNjA0CgRuNzczEgRuNzc0IgNNdWwKFgoDaW4yCgRuNzY3EgRuNzc1IgNNdWwKFgoDaW4xCgRuNzcwEgRuNzc2IgNNdWwKFwoEbjc3NQoEbjc3NhIEbjc3NyIDQWRkChcKBG42MDUKBG43NzcSBG43NzgiA011bAoXCgRuNzc0CgRuNzc4EgRuNzc5IgNBZGQKGwoEbjc3OQoDYzM0EgVuNzgxYiIHR3JlYXRlcgoeCgVuNzgxYhIEbjc4MSIEQ2FzdCoJCgJ0bxgBoAECChoKBG43ODEKAmMwEgVuNzgzYiIHR3JlYXRlcgofCgVuNzgzYgoDYzM1CgRuNzY0EgRuNzgzIgVXaGVyZQobCgRuNjI3CgNjMTESBW43ODViIgdHcmVhdGVyCh4KBW43ODViEgRuNzg1IgRDYXN0KgkKAnRvGAGgAQIKFwoEbjU1NAoEbjc4NRIEbjc4NiIDTXVsChsKA2MzNgoEbjYyNxIFbjc4OGIiB0dyZWF0ZXIKHgoFbjc4OGISBG43ODgiBENhc3QqCQoCdG8YAaABAgoXCgRuNzg2CgRuNzg4EgRuNzg5IgNNdWwKGwoDYzM3CgRuNzgzEgVuNzkxYiIHR3JlYXRlcgoeCgVuNzkxYhIEbjc5MSIEQ2FzdCoJCgJ0bxgBoAECChcKBG43ODkKBG43OTESBG43OTIiA011bAobCgRuMjI5CgNjMzgSBW43OTRiIgdHcmVhdGVyCh4KBW43OTRiEgRuNzk0IgRDYXN0KgkKAnRvGAGgAQIKFwoEbjc5MgoEbjc5NBIEbjc5NSIDTXVsChwKBG42ODIKBG43MzMSBW43OTZiIgdHcmVhdGVyCh4KBW43OTZiEgRuNzk2IgRDYXN0KgkKAnRvGAGgAQIKGgoEbjc5NgoCYzASBW43OTliIgdHcmVhdGVyCh4KBW43OTliCgNjMTIKA2MyNBIEbjc5OSIFV2hlcmUKEQoEaW41MhIEbjgwMCIDQWJzChUKA2MzOQoDYzIzEgRuODAzIgNEaXYKHAoEbjgwMwoEbjgwMBIFbjgwNGIiB0dyZWF0ZXIKHgoFbjgwNGISBG44MDQiBENhc3QqCQoCdG8YAaABAgobCgNjNDAKBG4yNDMSBW44MDZiIgdHcmVhdGVyCh4KBW44MDZiEgRuODA2IgRDYXN0KgkKAnRvGAGgAQIKFwoEbjgwNAoEbjgwNhIEbjgwNyIDTXVsChsKBG4yMjkKA2M0MRIFbjgwOWIiB0dyZWF0ZXIKHgoFbjgwOWISBG44MDkiBENhc3QqCQoCdG8YAaABAgoXCgRuODA5CgRuODA3EgRuODEwIgNNdWwKEQoEbjIzNRIEbjgxMSIDTmVnChYKBG44MTEKA2luMRIEbjgxMiIDTXVsChYKBG4yMzMKA2luMhIEbjgxMyIDTXVsChcKBG44MTIKBG44MTMSBG44MTQiA0FkZAobCgRuODE0CgNjMTESBW44MTZiIgdHcmVhdGVyCh4KBW44MTZiEgRuODE2IgRDYXN0KgkKAnRvGAGgAQIKGgoEbjgxNgoCYzASBW44MTliIgdHcmVhdGVyCh4KBW44MTliCgNjMTIKA2MyNBIEbjgxOSIFV2hlcmUKFwoEbjgxMQoEbjgxORIEbjgyMCIDTXVsChcKBG4yMzMKBG44MTkSBG44MjEiA011bAoWCgNpbjEKBG44MjESBG44MjIiA011bAoWCgNpbjIKBG44MjASBG44MjMiA011bAoXCgRuODIyCgRuODIzEgRuODI0IgNTdWIKFgoDaW4xCgRuODIwEgRuODI1IgNNdWwKFgoDaW4yCgRuODIxEgRuODI2IgNNdWwKFwoEbjgyNQoEbjgyNhIEbjgyNyIDQWRkChEKBG44MjcSBG44MjkiA0FicwobCgRuODI5CgNjMjISBW44MzBiIgdHcmVhdGVyCh4KBW44MzBiEgRuODMwIgRDYXN0KgkKAnRvGAGgAQIKGgoEbjgzMAoCYzASBW44MzFiIgdHcmVhdGVyCh8KBW44MzFiCgRuODI3CgNjMjISBG44MzEiBVdoZXJlChcKBG44MjQKBG44MzESBG44MzIiA0RpdgoSCgRuODMyEgRuODMzIgRBdGFuChsKA2MxMQoEbjgyNxIFbjgzNmIiB0dyZWF0ZXIKHgoFbjgzNmISBG44MzYiBENhc3QqCQoCdG8YAaABAgobCgNjMTEKBG44MjQSBW44MzhiIgdHcmVhdGVyCh4KBW44MzhiEgRuODM4IgRDYXN0KgkKAnRvGAGgAQIKFgoEbjgzMwoDYzIzEgRuODM5IgNTdWIKFgoEbjgzMwoDYzIzEgRuODQwIgNBZGQKGgoEbjgzOAoCYzASBW44NDFiIgdHcmVhdGVyCiAKBW44NDFiCgRuODM5CgRuODQwEgRuODQxIgVXaGVyZQoaCgRuODM2CgJjMBIFbjg0MmIiB0dyZWF0ZXIKIAoFbjg0MmIKBG44NDEKBG44MzMSBG44NDIiBVdoZXJlChcKBG44NDIKBG41MjQSBG44NDMiA0RpdgoWCgRuODQzCgNjMjQSBG44NDUiA01heAoWCgRuODQ1CgNjMTISBG44NDciA01pbgoaCgRuODEwCgJjMBIFbjg0OGIiB0dyZWF0ZXIKIAoFbjg0OGIKBG44NDcKBG41MzESBG44NDgiBVdoZXJlChoKBG43OTUKAmMwEgVuODQ5YiIHR3JlYXRlcgogCgVuODQ5YgoEbjc5OQoEbjg0OBIEbjg0OSIFV2hlcmUKFwoEbjg0OQoEbjI2MhIEbjg1MCIDTXVsChcKBG44NTAKBG4yNjgSBG44NTEiA011bAoXCgRuNDQ2CgRuODUxEgRuODUyIgNTdWIKEQoEbjg1MhIEbjg1MyIDU2luChEKBG44NTMSBG44NTQiA0FicwoXCgRuNDI1CgRuODU0EgRuODU1IgNNdWwKEQoEbjg1MRIEbjg1NiIDQ29zChYKA2luMQoEbjg1NhIEbjg1NyIDTXVsChEKBG44NTESBG44NTgiA1NpbgoWCgNpbjIKBG44NTgSBG44NTkiA011bAoXCgRuODU3CgRuODU5EgRuODYwIgNTdWIKEQoEbjg1MRIEbjg2MSIDQ29zChYKA2luMgoEbjg2MRIEbjg2MiIDTXVsChEKBG44NTESBG44NjMiA1NpbgoWCgNpbjEKBG44NjMSBG44NjQiA011bAoXCgRuODYyCgRuODY0EgRuODY1IgNBZGQKFwoEbjg2MAoEbjQ1MxIEbjg2NiIDTXVsChcKBG44NjUKBG40NTYSBG44NjciA011bAoXCgRuODY2CgRuODY3EgRuODY4IgNBZGQKFQoDYzQyCgNjNDMSBG44NzEiA1N1YgocCgRuODcxCgRuODY4EgVuODcyYiIHR3JlYXRlcgoeCgVuODcyYhIEbjg3MiIEQ2FzdCoJCgJ0bxgBoAECChEKBG44NTISBG44NzMiA0NvcwobCgRuODczCgNjMTESBW44NzViIgdHcmVhdGVyCh4KBW44NzViEgRuODc1IgRDYXN0KgkKAnRvGAGgAQIKGwoDYzQ0CgRuODU1EgVuODc3YiIHR3JlYXRlcgoeCgVuODc3YhIEbjg3NyIEQ2FzdCoJCgJ0bxgBoAECChsKA2M0NQoEbjQxORIFbjg3OWIiB0dyZWF0ZXIKHgoFbjg3OWISBG44NzkiBENhc3QqCQoCdG8YAaABAgoXCgRuODc3CgRuODc5EgRuODgwIgNNdWwKFwoEbjg4MAoEbjg3MhIEbjg4MSIDTXVsChcKBG44ODEKBG44NzUSBG44ODIiA011bAobCgNjMTEKBGluMTUSBW44ODRiIgdHcmVhdGVyCh4KBW44ODRiEgRuODg0IgRDYXN0KgkKAnRvGAGgAQIKGwoEbjI0MwoDYzQ2EgVuODg2YiIHR3JlYXRlcgoeCgVuODg2YhIEbjg4NiIEQ2FzdCoJCgJ0bxgBoAECChcKBG44ODQKBG44ODYSBG44ODciA011bAoWCgRuMjQzCgNjNDcSBG44ODkiA1N1YgoVCgNjNDgKA2M0NxIEbjg5MiIDU3ViChYKBG44OTIKA2MxMhIEbjg5NCIDTWF4ChcKBG44ODkKBG44OTQSBG44OTUiA0RpdgoWCgRuODk1CgNjMTESBG44OTciA01heAoWCgRuODk3CgNjMTISBG44OTkiA01pbgoXCgRuODg3CgRuNDk0EgRuOTAwIgNNYXgKFQoDYzQ5CgNjNTASBG45MDUiA1N1YgoXCgRuODk5CgRuOTA1EgRuOTA2IgNNdWwKFgoDYzUwCgRuOTA2EgRuOTA3IgNBZGQKGgoEbjkwMAoCYzASBW45MDhiIgdHcmVhdGVyCh8KBW45MDhiCgNjNDkKBG45MDcSBG45MDgiBVdoZXJlChYKBG4yMzcKA2M1MRIEbjkxMCIDTXVsChcKBG45MDgKBG45MTASBG45MTEiA01heAoWCgNjNTIKBGluNTUSBG45MTMiA1N1YgoWCgRuOTEzCgNjMTESBG45MTUiA01heAoWCgRuOTE1CgNjNTMSBG45MTciA011bAoXCgRuOTExCgRuOTE3EgRuOTE4IgNBZGQKGwoDYzU0CgRuMjMxEgVuOTIwYiIHR3JlYXRlcgoeCgVuOTIwYhIEbjkyMCIEQ2FzdCoJCgJ0bxgBoAECChYKBG45MTgKA2M1NRIEbjkyMiIDTWF4ChoKBG45MjAKAmMwEgVuOTIzYiIHR3JlYXRlcgogCgVuOTIzYgoEbjkyMgoEbjkxOBIEbjkyMyIFV2hlcmUKFwoEbjkyMwoEbjIyNRIEbjkyNCIDU3ViChYKBG45MjQKA2MxNBIEbjkyNiIDRGl2ChYKBG45MjYKA2MxMRIEbjkyOCIDTWF4ChYKBG45MjgKA2MxMhIEbjkzMCIDTWluChoKA2luMQoDYzExEgVuOTMyYiIHR3JlYXRlcgoeCgVuOTMyYhIEbjkzMiIEQ2FzdCoJCgJ0bxgBoAECChoKBG45MzIKAmMwEgVuOTM1YiIHR3JlYXRlcgoeCgVuOTM1YgoDYzEyCgNjMjQSBG45MzUiBVdoZXJlChcKBG4yMjUKBG4yNjISBG45MzYiA0RpdgoVCgNpbjIKA2MxMRIEbjkzOSIDTWluChYKA2MxMgoEbjkzORIEbjk0MCIDQWRkChcKBG45MzYKBG45NDASBG45NDEiA011bAoWCgRuOTQxCgNjMTESBG45NDMiA011bAoVCgNpbjIKA2luMhIEbjk0NiIDTXVsChYKA2MxMgoEbjk0NhIEbjk0NyIDU3ViChYKBG45NDcKA2MxMRIEbjk0OSIDTWF4ChIKBG45NDkSBG45NTAiBFNxcnQKFgoDYzEyCgRuOTUwEgRuOTUxIgNTdWIKFwoEbjkzNgoEbjk1MRIEbjk1MiIDTXVsChYKBG45NTIKA2M1NhIEbjk1NCIDTXVsChcKBG45NDMKBG45NTQSBG45NTUiA0FkZAoaCgNjMTEKA2luMhIFbjk1N2IiB0dyZWF0ZXIKHgoFbjk1N2ISBG45NTciBENhc3QqCQoCdG8YAaABAgoWCgRuMjI1CgNpbjISBG45NTgiA011bAoWCgRuOTU4CgNjNTcSBG45NjAiA011bAoXCgRuMjMxCgRuOTYwEgRuOTYxIgNBZGQKFwoEbjk2MQoEbjk1NRIEbjk2MiIDU3ViChsKA2M1OAoEbjk2MhIFbjk2NGIiB0dyZWF0ZXIKHgoFbjk2NGISBG45NjQiBENhc3QqCQoCdG8YAaABAgoXCgRuOTU3CgRuOTY0EgRuOTY1IgNNdWwKGwoDYzU4CgRuMjMxEgVuOTY3YiIHR3JlYXRlcgoeCgVuOTY3YhIEbjk2NyIEQ2FzdCoJCgJ0bxgBoAECChoKA2M1OQoDaW4yEgVuOTY5YiIHR3JlYXRlcgoeCgVuOTY5YhIEbjk2OSIEQ2FzdCoJCgJ0bxgBoAECChcKBG45NjcKBG45NjkSBG45NzAiA011bAoXCgRuOTY1CgRuOTcwEgRuOTcxIgNNYXgKGwoEbjIzMQoDYzYwEgVuOTczYiIHR3JlYXRlcgoeCgVuOTczYhIEbjk3MyIEQ2FzdCoJCgJ0bxgBoAECChoKA2luMgoDYzYxEgVuOTc1YiIHR3JlYXRlcgoeCgVuOTc1YhIEbjk3NSIEQ2FzdCoJCgJ0bxgBoAECChcKBG45NzMKBG45NzUSBG45NzYiA011bAobCgNjNjIKBG4yMjUSBW45NzhiIgdHcmVhdGVyCh4KBW45NzhiEgRuOTc4IgRDYXN0KgkKAnRvGAGgAQIKGgoDaW4yCgNjMTESBW45ODBiIgdHcmVhdGVyCh4KBW45ODBiEgRuOTgwIgRDYXN0KgkKAnRvGAGgAQIKFwoEbjk3OAoEbjk4MBIEbjk4MSIDTXVsChEKBG45MzUSBG45ODIiA05lZwoaCgRuOTc2CgJjMBIFbjk4M2IiB0dyZWF0ZXIKIAoFbjk4M2IKBG45ODIKBG44NDkSBG45ODMiBVdoZXJlChEKBG45MzUSBG45ODQiA05lZwoaCgRuOTgxCgJjMBIFbjk4NWIiB0dyZWF0ZXIKIAoFbjk4NWIKBG45ODQKBG45ODMSBG45ODUiBVdoZXJlChoKBG45NzEKAmMwEgVuOTg2YiIHR3JlYXRlcgogCgVuOTg2YgoEbjkzNQoEbjk4NRIEbjk4NiIFV2hlcmUKGgoEbjk4MQoCYzASBW45ODhiIgdHcmVhdGVyCh8KBW45ODhiCgNjMTIKBG45MzASBG45ODgiBVdoZXJlChoKA2luMgoDYzYzEgVuOTkwYiIHR3JlYXRlcgoeCgVuOTkwYhIEbjk5MCIEQ2FzdCoJCgJ0bxgBoAECChoKBG45OTAKAmMwEgVuOTkzYiIHR3JlYXRlcgoeCgVuOTkzYgoDYzEyCgNjNjQSBG45OTMiBVdoZXJlChoKBG45NzEKAmMwEgVuOTk0YiIHR3JlYXRlcgogCgVuOTk0YgoEbjk5MwoEbjk4OBIEbjk5NCIFV2hlcmUKGgoEbjg4MgoCYzASBW45OTdiIgdHcmVhdGVyCh4KBW45OTdiCgNjMTIKA2MyNBIEbjk5NyIFV2hlcmUKGQoDaW4wCgNjMTESCHplcm9fY29sIgNNdWwKGQoEbjk4NgoIemVyb19jb2wSAm8wIgNBZGQKGQoEbjk5NAoIemVyb19jb2wSAm8xIgNBZGQKGQoEbjk5NwoIemVyb19jb2wSAm8yIgNBZGQKKwoCbzAKAm8xCgJvMhIIZXhwZXJ0X2EiBkNvbmNhdCoLCgRheGlzGAGgAQIKFwoEbjIzOQoDYmM3EgVibjI0MSIDTXVsChcKBG4yNzEKA2luMRIFYm4yNzAiA011bAoYCgRuMjc3CgRiYzE3EgVibjI3OSIDTXVsChgKBG4yODEKBGJjMTkSBWJuMjgzIgNNaW4KGQoEbjI2OAoFYm4yODMSBWJuMjg0IgNBZGQKGgoFYm4yNDEKBWJuMjg0EgVibjI4NSIDTXVsChcKBWJuMjg1CgJjMBIFYm4yODciA011bAoaCgVibjI4NwoFYm4yODcSBWJuMjg4IgNNdWwKGQoEbjIzNwoFYm4yODQSBWJuMjg5IgNNdWwKGAoFYm4yODgKA2MyMBIFYm4yOTIiA0RpdgoYCgNjMTIKBWJuMjkyEgVibjI5MyIDU3ViChoKBWJuMjg4CgVibjI4OBIFYm4yOTQiA011bAoYCgVibjI5NAoDYzE1EgVibjI5NiIDRGl2ChoKBWJuMjkzCgVibjI5NhIFYm4yOTciA0FkZAoaCgVibjI4OQoFYm4yOTcSBWJuMjk4IgNNdWwKGgoFYm4yNzkKBWJuMjg0EgVibjI5OSIDTXVsChoKBWJuMjk5CgVibjI4NBIFYm4zMDAiA011bAoXCgVibjMwMAoCYzASBWJuMzAyIgNNdWwKGgoFYm4yOTgKBWJuMzAyEgVibjMwMyIDQWRkChMKBWJuMjg3EgVibjMwNCIDQ29zChMKBWJuMjg3EgVibjMwNSIDU2luChkKBGluMTEKBWJuMzA0EgVibjMwNiIDTXVsChkKBGluMTIKBWJuMzA1EgVibjMwNyIDTXVsChoKBWJuMzA2CgVibjMwNxIFYm4zMDgiA1N1YgoaCgVibjMwMwoFYm4zMDgSBWJuMzA5IgNNdWwKGQoEaW4xMgoFYm4zMDQSBWJuMzEwIgNNdWwKGQoEaW4xMQoFYm4zMDUSBWJuMzExIgNNdWwKGgoFYm4zMTAKBWJuMzExEgVibjMxMiIDQWRkChoKBWJuMzAzCgVibjMxMhIFYm4zMTMiA011bAoZCgRuMjMzCgVibjMwORIFYm4zMTQiA0FkZAoaCgVibjMxNAoFYm4yNzASBWJuMzE1IgNTdWIKGQoEbjIzNQoFYm4zMTMSBWJuMzE2IgNBZGQKGQoFYm4zMTYKBG4yNzISBWJuMzE3IgNTdWIKGgoFYm4zMTUKBWJuMzE1EgVibjMxOCIDTXVsChoKBWJuMzE3CgVibjMxNxIFYm4zMTkiA011bAoaCgVibjMxOAoFYm4zMTkSBWJuMzIwIgNBZGQKFAoFYm4zMjASBWJuMzIxIgRTcXJ0ChgKBWJuMzIxCgNjMTYSBWJuMzIzIgNTdWIKGAoFYm4zMjMKA2MxMRIFYm4zMjUiA01heAoYCgVibjMyNQoDYzE4EgVibjMyNyIDRGl2ChkKBWJuMzI3CgRiYzE5EgVibjMyOSIDTWluChkKBG4yNjgKBWJuMzI5EgVibjMzMCIDQWRkChoKBWJuMjQxCgVibjMzMBIFYm4zMzEiA011bAoXCgVibjMzMQoCYzASBWJuMzMzIgNNdWwKGgoFYm4zMzMKBWJuMzMzEgVibjMzNCIDTXVsChkKBG4yMzcKBWJuMzMwEgVibjMzNSIDTXVsChgKBWJuMzM0CgNjMjASBWJuMzM4IgNEaXYKGAoDYzEyCgVibjMzOBIFYm4zMzkiA1N1YgoaCgVibjMzNAoFYm4zMzQSBWJuMzQwIgNNdWwKGAoFYm4zNDAKA2MxNRIFYm4zNDIiA0RpdgoaCgVibjMzOQoFYm4zNDISBWJuMzQzIgNBZGQKGgoFYm4zMzUKBWJuMzQzEgVibjM0NCIDTXVsChoKBWJuMjc5CgVibjMzMBIFYm4zNDUiA011bAoaCgVibjM0NQoFYm4zMzASBWJuMzQ2IgNNdWwKFwoFYm4zNDYKAmMwEgVibjM0OCIDTXVsChoKBWJuMzQ0CgVibjM0OBIFYm4zNDkiA0FkZAoTCgVibjMzMxIFYm4zNTAiA0NvcwoTCgVibjMzMxIFYm4zNTEiA1NpbgoZCgRpbjExCgVibjM1MBIFYm4zNTIiA011bAoZCgRpbjEyCgVibjM1MRIFYm4zNTMiA011bAoaCgVibjM1MgoFYm4zNTMSBWJuMzU0IgNTdWIKGgoFYm4zNDkKBWJuMzU0EgVibjM1NSIDTXVsChkKBGluMTIKBWJuMzUwEgVibjM1NiIDTXVsChkKBGluMTEKBWJuMzUxEgVibjM1NyIDTXVsChoKBWJuMzU2CgVibjM1NxIFYm4zNTgiA0FkZAoaCgVibjM0OQoFYm4zNTgSBWJuMzU5IgNNdWwKGQoEbjIzMwoFYm4zNTUSBWJuMzYwIgNBZGQKGgoFYm4zNjAKBWJuMjcwEgVibjM2MSIDU3ViChkKBG4yMzUKBWJuMzU5EgVibjM2MiIDQWRkChkKBWJuMzYyCgRuMjcyEgVibjM2MyIDU3ViChoKBWJuMzYxCgVibjM2MRIFYm4zNjQiA011bAoaCgVibjM2MwoFYm4zNjMSBWJuMzY1IgNNdWwKGgoFYm4zNjQKBWJuMzY1EgVibjM2NiIDQWRkChQKBWJuMzY2EgVibjM2NyIEU3FydAoYCgVibjM2NwoDYzE2EgVibjM2OSIDU3ViChgKBWJuMzY5CgNjMTESBWJuMzcxIgNNYXgKGAoFYm4zNzEKA2MxOBIFYm4zNzMiA0RpdgoZCgVibjM3MwoEYmMxORIFYm4zNzUiA01pbgoZCgRuMjY4CgVibjM3NRIFYm4zNzYiA0FkZAoaCgVibjI0MQoFYm4zNzYSBWJuMzc3IgNNdWwKFwoFYm4zNzcKAmMwEgVibjM3OSIDTXVsChoKBWJuMzc5CgVibjM3ORIFYm4zODAiA011bAoZCgRuMjM3CgVibjM3NhIFYm4zODEiA011bAoYCgVibjM4MAoDYzIwEgVibjM4NCIDRGl2ChgKA2MxMgoFYm4zODQSBWJuMzg1IgNTdWIKGgoFYm4zODAKBWJuMzgwEgVibjM4NiIDTXVsChgKBWJuMzg2CgNjMTUSBWJuMzg4IgNEaXYKGgoFYm4zODUKBWJuMzg4EgVibjM4OSIDQWRkChoKBWJuMzgxCgVibjM4ORIFYm4zOTAiA011bAoaCgVibjI3OQoFYm4zNzYSBWJuMzkxIgNNdWwKGgoFYm4zOTEKBWJuMzc2EgVibjM5MiIDTXVsChcKBWJuMzkyCgJjMBIFYm4zOTQiA011bAoaCgVibjM5MAoFYm4zOTQSBWJuMzk1IgNBZGQKEwoFYm4zNzkSBWJuMzk2IgNDb3MKEwoFYm4zNzkSBWJuMzk3IgNTaW4KGQoEaW4xMQoFYm4zOTYSBWJuMzk4IgNNdWwKGQoEaW4xMgoFYm4zOTcSBWJuMzk5IgNNdWwKGgoFYm4zOTgKBWJuMzk5EgVibjQwMCIDU3ViChoKBWJuMzk1CgVibjQwMBIFYm40MDEiA011bAoZCgRpbjEyCgVibjM5NhIFYm40MDIiA011bAoZCgRpbjExCgVibjM5NxIFYm40MDMiA011bAoaCgVibjQwMgoFYm40MDMSBWJuNDA0IgNBZGQKGgoFYm4zOTUKBWJuNDA0EgVibjQwNSIDTXVsChkKBG4yMzMKBWJuNDAxEgVibjQwNiIDQWRkChoKBWJuNDA2CgVibjI3MBIFYm40MDciA1N1YgoZCgRuMjM1CgVibjQwNRIFYm40MDgiA0FkZAoZCgVibjQwOAoEbjI3MhIFYm40MDkiA1N1YgoaCgVibjQwNwoFYm40MDcSBWJuNDEwIgNNdWwKGgoFYm40MDkKBWJuNDA5EgVibjQxMSIDTXVsChoKBWJuNDEwCgVibjQxMRIFYm40MTIiA0FkZAoUCgVibjQxMhIFYm40MTMiBFNxcnQKGAoFYm40MTMKA2MxNhIFYm40MTUiA1N1YgoYCgVibjQxNQoDYzExEgVibjQxNyIDTWF4ChgKBWJuNDE3CgNjMTgSBWJuNDE5IgNEaXYKGAoFYm40MTMKA2MyMRIFYm40MjUiA0FkZAoYCgNpbjEKBWJuNDA5EgVibjQyNiIDTXVsChgKA2luMgoFYm40MDcSBWJuNDI3IgNNdWwKGgoFYm40MjYKBWJuNDI3EgVibjQyOCIDU3ViChgKA2luMQoFYm40MDcSBWJuNDI5IgNNdWwKGAoDaW4yCgVibjQwORIFYm40MzAiA011bAoaCgVibjQyOQoFYm40MzASBWJuNDMxIgNBZGQKEwoFYm40MzESBWJuNDMzIgNBYnMKHQoFYm40MzMKA2MyMhIGYm40MzRiIgdHcmVhdGVyCiAKBmJuNDM0YhIFYm40MzQiBENhc3QqCQoCdG8YAaABAgocCgVibjQzNAoCYzASBmJuNDM1YiIHR3JlYXRlcgoiCgZibjQzNWIKBWJuNDMxCgNjMjISBWJuNDM1IgVXaGVyZQoaCgVibjQyOAoFYm40MzUSBWJuNDM2IgNEaXYKFAoFYm40MzYSBWJuNDM3IgRBdGFuCh0KA2MxMQoFYm40MzESBmJuNDQwYiIHR3JlYXRlcgogCgZibjQ0MGISBWJuNDQwIgRDYXN0KgkKAnRvGAGgAQIKHQoDYzExCgVibjQyOBIGYm40NDJiIgdHcmVhdGVyCiAKBmJuNDQyYhIFYm40NDIiBENhc3QqCQoCdG8YAaABAgoYCgVibjQzNwoDYzIzEgVibjQ0MyIDU3ViChgKBWJuNDM3CgNjMjMSBWJuNDQ0IgNBZGQKHAoFYm40NDIKAmMwEgZibjQ0NWIiB0dyZWF0ZXIKJAoGYm40NDViCgVibjQ0MwoFYm40NDQSBWJuNDQ1IgVXaGVyZQocCgVibjQ0MAoCYzASBmJuNDQ2YiIHR3JlYXRlcgokCgZibjQ0NmIKBWJuNDQ1CgVibjQzNxIFYm40NDYiBVdoZXJlChkKBG4yNjgKBWJuNDE5EgVibjQ0NyIDQWRkChoKBWJuMjQxCgVibjQ0NxIFYm40NDgiA011bAoTCgVibjQ0OBIFYm40NDkiA0NvcwoTCgVibjQ0OBIFYm40NTAiA1NpbgoZCgRpbjExCgVibjQ0ORIFYm40NTEiA011bAoZCgRpbjEyCgVibjQ1MBIFYm40NTIiA011bAoaCgVibjQ1MQoFYm40NTISBWJuNDUzIgNTdWIKGQoEaW4xMgoFYm40NDkSBWJuNDU0IgNNdWwKGQoEaW4xMQoFYm40NTASBWJuNDU1IgNNdWwKGgoFYm40NTQKBWJuNDU1EgVibjQ1NiIDQWRkChoKBWJuNDA3CgVibjQ1MxIFYm40NTciA011bAoaCgVibjQwOQoFYm40NTYSBWJuNDU4IgNNdWwKGgoFYm40NTcKBWJuNDU4EgVibjQ1OSIDQWRkChoKBWJuNDU5CgVibjQyNRIFYm40NjAiA0RpdgoZCgVibjQ1MwoEbjIzNRIFYm40NjEiA011bAoZCgVibjQ1NgoEbjIzMxIFYm40NjIiA011bAoaCgVibjQ2MQoFYm40NjISBWJuNDYzIgNTdWIKHQoFYm40NjMKA2MxMRIGYm40NjViIgdHcmVhdGVyCiAKBmJuNDY1YhIFYm40NjUiBENhc3QqCQoCdG8YAaABAgocCgVibjQ2NQoCYzASBmJuNDY4YiIHR3JlYXRlcgogCgZibjQ2OGIKA2MyNAoDYzEyEgVibjQ2OCIFV2hlcmUKHQoFYm40NjAKA2MyNRIGYm40NzBiIgdHcmVhdGVyCiAKBmJuNDcwYhIFYm40NzAiBENhc3QqCQoCdG8YAaABAgoTCgVibjQ1NhIFYm40NzEiA05lZwoaCgVibjQ3MQoFYm40NjgSBWJuNDcyIgNNdWwKGQoFYm40NzIKBGJjMjYSBWJuNDc0IgNNdWwKHAoFYm40NzAKAmMwEgZibjQ3NmIiB0dyZWF0ZXIKIgoGYm40NzZiCgVibjQ3NAoDYzExEgVibjQ3NiIFV2hlcmUKGgoFYm40MDcKBWJuNDc2EgVibjQ3NyIDQWRkChoKBWJuNDUzCgVibjQ2OBIFYm40NzgiA011bAoZCgVibjQ3OAoEYmMyNhIFYm40ODAiA011bAoiCgZibjQ3NmIKBWJuNDgwCgNjMTESBWJuNDgyIgVXaGVyZQoaCgVibjQwOQoFYm40ODISBWJuNDgzIgNBZGQKHQoEbjQ4OQoEYmMyNxIGYm40OTFiIgdHcmVhdGVyCiAKBmJuNDkxYhIFYm40OTEiBENhc3QqCQoCdG8YAaABAgodCgRuMjQzCgRiYzI4EgZibjQ5M2IiB0dyZWF0ZXIKIAoGYm40OTNiEgVibjQ5MyIEQ2FzdCoJCgJ0bxgBoAECChoKBWJuNDkxCgVibjQ5MxIFYm40OTQiA011bAodCgVibjQ3NwoDYzExEgZibjQ5NmIiB0dyZWF0ZXIKIAoGYm40OTZiEgVibjQ5NiIEQ2FzdCoJCgJ0bxgBoAECChwKBWJuNDk2CgJjMBIGYm40OTliIgdHcmVhdGVyCh8KBmJuNDk5YgoCYzUKA2MyORIFYm40OTkiBVdoZXJlChoKBWJuNDc3CgVibjQ5ORIFYm41MDAiA1N1YgocCgVibjQ5NAoCYzASBmJuNTAxYiIHR3JlYXRlcgokCgZibjUwMWIKBWJuNTAwCgVibjQ3NxIFYm41MDEiBVdoZXJlChgKA2luMQoFYm40ODMSBWJuNTAyIgNNdWwKGAoDaW4yCgVibjUwMRIFYm41MDMiA011bAoaCgVibjUwMgoFYm41MDMSBWJuNTA0IgNTdWIKGAoDaW4xCgVibjUwMRIFYm41MDUiA011bAoYCgNpbjIKBWJuNDgzEgVibjUwNiIDTXVsChoKBWJuNTA1CgVibjUwNhIFYm41MDciA0FkZAoTCgVibjUwNxIFYm41MDkiA0FicwodCgVibjUwOQoDYzIyEgZibjUxMGIiB0dyZWF0ZXIKIAoGYm41MTBiEgVibjUxMCIEQ2FzdCoJCgJ0bxgBoAECChwKBWJuNTEwCgJjMBIGYm41MTFiIgdHcmVhdGVyCiIKBmJuNTExYgoFYm41MDcKA2MyMhIFYm41MTEiBVdoZXJlChoKBWJuNTA0CgVibjUxMRIFYm41MTIiA0RpdgoUCgVibjUxMhIFYm41MTMiBEF0YW4KHQoDYzExCgVibjUwNxIGYm41MTZiIgdHcmVhdGVyCiAKBmJuNTE2YhIFYm41MTYiBENhc3QqCQoCdG8YAaABAgodCgNjMTEKBWJuNTA0EgZibjUxOGIiB0dyZWF0ZXIKIAoGYm41MThiEgVibjUxOCIEQ2FzdCoJCgJ0bxgBoAECChgKBWJuNTEzCgNjMjMSBWJuNTE5IgNTdWIKGAoFYm41MTMKA2MyMxIFYm41MjAiA0FkZAocCgVibjUxOAoCYzASBmJuNTIxYiIHR3JlYXRlcgokCgZibjUyMWIKBWJuNTE5CgVibjUyMBIFYm41MjEiBVdoZXJlChwKBWJuNTE2CgJjMBIGYm41MjJiIgdHcmVhdGVyCiQKBmJuNTIyYgoFYm41MjEKBWJuNTEzEgVibjUyMiIFV2hlcmUKGQoFYm41MjIKBG41MjQSBWJuNTI1IgNEaXYKGQoFYm41MjUKBGJjMzASBWJuNTI3IgNNdWwKGAoFYm41MjcKA2MyNBIFYm41MjkiA01heAoYCgVibjUyOQoDYzEyEgVibjUzMSIDTWluCiEKBW41NTFiCgRpbjE5CgRpbjIzEgVibjU0OCIFV2hlcmUKFwoFYm41NDgKAmM1EgVibjU1MCIDTXVsCiEKBW41NzRiCgRpbjc1CgRpbjc5EgVibjU3MSIFV2hlcmUKFwoFYm41NzEKAmM1EgVibjU3MyIDTXVsChgKBG42MTAKBG41ODESBWJuNTgyIgNBZGQKGAoFYm41ODIKA2MzMhIFYm41ODQiA011bAoYCgRuOTU4CgRuNTg2EgVibjU4NyIDQWRkChgKBWJuNTg3CgNjMzISBWJuNTg5IgNNdWwKGgoFYm41NTAKBWJuNTg0EgVibjU5MCIDQWRkChoKBWJuNTkwCgVibjU3MxIFYm41OTEiA1N1YgoZCgRuNTUzCgVibjU4ORIFYm41OTIiA0FkZAoZCgVibjU5MgoEbjU3NhIFYm41OTMiA1N1YgoiCgVuNTk3YgoFYm41OTEKBG41OTQSBWJuNTk2IgVXaGVyZQoiCgVuNTk3YgoFYm41OTMKBG41OTUSBWJuNTk3IgVXaGVyZQoaCgVibjU5NgoFYm41OTYSBWJuNTk4IgNNdWwKGgoFYm41OTcKBWJuNTk3EgVibjU5OSIDTXVsChoKBWJuNTk4CgVibjU5ORIFYm42MDAiA0FkZAoUCgVibjYwMBIFYm42MDEiBFNxcnQKGAoFYm42MDEKA2MzMRIFYm42MDMiA0FkZAoaCgVibjU5NgoFYm42MDMSBWJuNjA0IgNEaXYKGgoFYm41OTcKBWJuNjAzEgVibjYwNSIDRGl2ChgKBWJuNjA0CgNjMTgSBWJuNjA3IgNNdWwKGAoFYm42MDUKA2MxOBIFYm42MDkiA011bAoZCgVibjYwNwoEbjYxMBIFYm42MTEiA1N1YgoZCgVibjYwOQoEbjk1OBIFYm42MTMiA1N1YgoaCgVibjU1MAoFYm42MTESBWJuNjE0IgNNdWwKGQoEbjU1MwoFYm42MTMSBWJuNjE1IgNNdWwKGgoFYm42MTQKBWJuNjE1EgVibjYxNiIDQWRkChMKBWJuNjE2EgVibjYxNyIDTmVnChoKBWJuNjExCgVibjYxMRIFYm42MTgiA011bAoaCgVibjYxMwoFYm42MTMSBWJuNjE5IgNNdWwKGgoFYm42MTgKBWJuNjE5EgVibjYyMCIDQWRkChgKBWJuNjIwCgNjMTISBWJuNjIyIgNBZGQKGgoFYm42MTcKBWJuNjIyEgVibjYyMyIDRGl2ChgKBWJuNjIzCgNjMTESBWJuNjI1IgNNYXgKFwoFYm42MjUKAmMwEgVibjYyNyIDTWluChoKBWJuNjA3CgVibjYyNxIFYm42MjgiA011bAoaCgVibjU1MAoFYm42MjgSBWJuNjI5IgNBZGQKGgoFYm42MDkKBWJuNjI3EgVibjYzMCIDTXVsChkKBG41NTMKBWJuNjMwEgVibjYzMSIDQWRkChkKBG42MzMKBWJuNjI3EgVibjYzNCIDTXVsChcKBWJuNjM0CgJjMBIFYm42MzYiA011bAoaCgVibjYzNgoFYm42MzYSBWJuNjM3IgNNdWwKGQoEbjIyNQoFYm42MjcSBWJuNjM4IgNNdWwKGAoFYm42MzcKA2MyMBIFYm42NDEiA0RpdgoYCgNjMTIKBWJuNjQxEgVibjY0MiIDU3ViChoKBWJuNjM3CgVibjYzNxIFYm42NDMiA011bAoYCgVibjY0MwoDYzE1EgVibjY0NSIDRGl2ChoKBWJuNjQyCgVibjY0NRIFYm42NDYiA0FkZAoaCgVibjYzOAoFYm42NDYSBWJuNjQ3IgNNdWwKEwoFYm42MzYSBWJuNjQ4IgNDb3MKEwoFYm42MzYSBWJuNjQ5IgNTaW4KGAoDaW4xCgVibjY0OBIFYm42NTAiA011bAoYCgNpbjIKBWJuNjQ5EgVibjY1MSIDTXVsChoKBWJuNjUwCgVibjY1MRIFYm42NTIiA1N1YgoaCgVibjY0NwoFYm42NTISBWJuNjUzIgNNdWwKGAoDaW4yCgVibjY0OBIFYm42NTQiA011bAoYCgNpbjEKBWJuNjQ5EgVibjY1NSIDTXVsChoKBWJuNjU0CgVibjY1NRIFYm42NTYiA0FkZAoaCgVibjY0NwoFYm42NTYSBWJuNjU3IgNNdWwKGgoFYm42MjkKBWJuNjUzEgVibjY1OCIDU3ViChoKBWJuNjMxCgVibjY1NxIFYm42NTkiA1N1YgoaCgVibjY1OAoFYm42NTgSBWJuNjYwIgNNdWwKGgoFYm42NTkKBWJuNjU5EgVibjY2MSIDTXVsChoKBWJuNjYwCgVibjY2MRIFYm42NjIiA0FkZAoUCgVibjY2MhIFYm42NjMiBFNxcnQKGAoFYm42MzYKA2MzMxIFYm42NjUiA011bAoTCgVibjY2NRIFYm42NjYiA0NvcwoTCgVibjY2NRIFYm42NjkiA1NpbgoYCgNpbjEKBWJuNjY2EgVibjY3MCIDTXVsChgKA2luMgoFYm42NjkSBWJuNjcxIgNNdWwKGgoFYm42NzAKBWJuNjcxEgVibjY3MiIDU3ViChoKBWJuNjA0CgVibjY3MhIFYm42NzMiA011bAoYCgNpbjIKBWJuNjY2EgVibjY3NCIDTXVsChgKA2luMQoFYm42NjkSBWJuNjc1IgNNdWwKGgoFYm42NzQKBWJuNjc1EgVibjY3NiIDQWRkChoKBWJuNjA1CgVibjY3NhIFYm42NzciA011bAoaCgVibjY3MwoFYm42NzcSBWJuNjc4IgNBZGQKHgoFYm42NzgKBGJjMzQSBmJuNjgwYiIHR3JlYXRlcgogCgZibjY4MGISBWJuNjgwIgRDYXN0KgkKAnRvGAGgAQIKHAoFYm42ODAKAmMwEgZibjY4MmIiB0dyZWF0ZXIKIgoGYm42ODJiCgNjMzUKBWJuNjYzEgVibjY4MiIFV2hlcmUKGQoEbjY4NAoFYm42MjcSBWJuNjg1IgNNdWwKFwoFYm42ODUKAmMwEgVibjY4NyIDTXVsChoKBWJuNjg3CgVibjY4NxIFYm42ODgiA011bAoYCgVibjY4OAoDYzIwEgVibjY5MiIDRGl2ChgKA2MxMgoFYm42OTISBWJuNjkzIgNTdWIKGgoFYm42ODgKBWJuNjg4EgVibjY5NCIDTXVsChgKBWJuNjk0CgNjMTUSBWJuNjk2IgNEaXYKGgoFYm42OTMKBWJuNjk2EgVibjY5NyIDQWRkChoKBWJuNjM4CgVibjY5NxIFYm42OTgiA011bAoTCgVibjY4NxIFYm42OTkiA0NvcwoTCgVibjY4NxIFYm43MDAiA1NpbgoYCgNpbjEKBWJuNjk5EgVibjcwMSIDTXVsChgKA2luMgoFYm43MDASBWJuNzAyIgNNdWwKGgoFYm43MDEKBWJuNzAyEgVibjcwMyIDU3ViChoKBWJuNjk4CgVibjcwMxIFYm43MDQiA011bAoYCgNpbjIKBWJuNjk5EgVibjcwNSIDTXVsChgKA2luMQoFYm43MDASBWJuNzA2IgNNdWwKGgoFYm43MDUKBWJuNzA2EgVibjcwNyIDQWRkChoKBWJuNjk4CgVibjcwNxIFYm43MDgiA011bAoaCgVibjYyOQoFYm43MDQSBWJuNzA5IgNTdWIKGgoFYm42MzEKBWJuNzA4EgVibjcxMCIDU3ViChoKBWJuNzA5CgVibjcwORIFYm43MTEiA011bAoaCgVibjcxMAoFYm43MTASBWJuNzEyIgNNdWwKGgoFYm43MTEKBWJuNzEyEgVibjcxMyIDQWRkChQKBWJuNzEzEgVibjcxNCIEU3FydAoYCgVibjY4NwoDYzMzEgVibjcxNiIDTXVsChMKBWJuNzE2EgVibjcxNyIDQ29zChMKBWJuNzE2EgVibjcyMCIDU2luChgKA2luMQoFYm43MTcSBWJuNzIxIgNNdWwKGAoDaW4yCgVibjcyMBIFYm43MjIiA011bAoaCgVibjcyMQoFYm43MjISBWJuNzIzIgNTdWIKGgoFYm42MDQKBWJuNzIzEgVibjcyNCIDTXVsChgKA2luMgoFYm43MTcSBWJuNzI1IgNNdWwKGAoDaW4xCgVibjcyMBIFYm43MjYiA011bAoaCgVibjcyNQoFYm43MjYSBWJuNzI3IgNBZGQKGgoFYm42MDUKBWJuNzI3EgVibjcyOCIDTXVsChoKBWJuNzI0CgVibjcyOBIFYm43MjkiA0FkZAoeCgVibjcyOQoEYmMzNBIGYm43MzFiIgdHcmVhdGVyCiAKBmJuNzMxYhIFYm43MzEiBENhc3QqCQoCdG8YAaABAgocCgVibjczMQoCYzASBmJuNzMzYiIHR3JlYXRlcgoiCgZibjczM2IKA2MzNQoFYm43MTQSBWJuNzMzIgVXaGVyZQoZCgVibjUzMQoEbjI2MhIFYm43MzQiA011bAoaCgVibjczNAoFYm42MjcSBWJuNzM1IgNNdWwKFwoFYm43MzUKAmMwEgVibjczNyIDTXVsChoKBWJuNzM3CgVibjczNxIFYm43MzgiA011bAoYCgVibjczOAoDYzIwEgVibjc0MiIDRGl2ChgKA2MxMgoFYm43NDISBWJuNzQzIgNTdWIKGgoFYm43MzgKBWJuNzM4EgVibjc0NCIDTXVsChgKBWJuNzQ0CgNjMTUSBWJuNzQ2IgNEaXYKGgoFYm43NDMKBWJuNzQ2EgVibjc0NyIDQWRkChoKBWJuNjM4CgVibjc0NxIFYm43NDgiA011bAoTCgVibjczNxIFYm43NDkiA0NvcwoTCgVibjczNxIFYm43NTAiA1NpbgoYCgNpbjEKBWJuNzQ5EgVibjc1MSIDTXVsChgKA2luMgoFYm43NTASBWJuNzUyIgNNdWwKGgoFYm43NTEKBWJuNzUyEgVibjc1MyIDU3ViChoKBWJuNzQ4CgVibjc1MxIFYm43NTQiA011bAoYCgNpbjIKBWJuNzQ5EgVibjc1NSIDTXVsChgKA2luMQoFYm43NTASBWJuNzU2IgNNdWwKGgoFYm43NTUKBWJuNzU2EgVibjc1NyIDQWRkChoKBWJuNzQ4CgVibjc1NxIFYm43NTgiA011bAoaCgVibjYyOQoFYm43NTQSBWJuNzU5IgNTdWIKGgoFYm42MzEKBWJuNzU4EgVibjc2MCIDU3ViChoKBWJuNzU5CgVibjc1ORIFYm43NjEiA011bAoaCgVibjc2MAoFYm43NjASBWJuNzYyIgNNdWwKGgoFYm43NjEKBWJuNzYyEgVibjc2MyIDQWRkChQKBWJuNzYzEgVibjc2NCIEU3FydAoYCgVibjczNwoDYzMzEgVibjc2NiIDTXVsChMKBWJuNzY2EgVibjc2NyIDQ29zChMKBWJuNzY2EgVibjc3MCIDU2luChgKA2luMQoFYm43NjcSBWJuNzcxIgNNdWwKGAoDaW4yCgVibjc3MBIFYm43NzIiA011bAoaCgVibjc3MQoFYm43NzISBWJuNzczIgNTdWIKGgoFYm42MDQKBWJuNzczEgVibjc3NCIDTXVsChgKA2luMgoFYm43NjcSBWJuNzc1IgNNdWwKGAoDaW4xCgVibjc3MBIFYm43NzYiA011bAoaCgVibjc3NQoFYm43NzYSBWJuNzc3IgNBZGQKGgoFYm42MDUKBWJuNzc3EgVibjc3OCIDTXVsChoKBWJuNzc0CgVibjc3OBIFYm43NzkiA0FkZAoeCgVibjc3OQoEYmMzNBIGYm43ODFiIgdHcmVhdGVyCiAKBmJuNzgxYhIFYm43ODEiBENhc3QqCQoCdG8YAaABAgocCgVibjc4MQoCYzASBmJuNzgzYiIHR3JlYXRlcgoiCgZibjc4M2IKA2MzNQoFYm43NjQSBWJuNzgzIgVXaGVyZQodCgVibjYyNwoDYzExEgZibjc4NWIiB0dyZWF0ZXIKIAoGYm43ODViEgVibjc4NSIEQ2FzdCoJCgJ0bxgBoAECChkKBG41NTQKBWJuNzg1EgVibjc4NiIDTXVsCh4KBGJjMzYKBWJuNjI3EgZibjc4OGIiB0dyZWF0ZXIKIAoGYm43ODhiEgVibjc4OCIEQ2FzdCoJCgJ0bxgBoAECChoKBWJuNzg2CgVibjc4OBIFYm43ODkiA011bAoeCgRiYzM3CgVibjc4MxIGYm43OTFiIgdHcmVhdGVyCiAKBmJuNzkxYhIFYm43OTEiBENhc3QqCQoCdG8YAaABAgoaCgVibjc4OQoFYm43OTESBWJuNzkyIgNNdWwKHQoEbjIyOQoEYmMzOBIGYm43OTRiIgdHcmVhdGVyCiAKBmJuNzk0YhIFYm43OTQiBENhc3QqCQoCdG8YAaABAgoaCgVibjc5MgoFYm43OTQSBWJuNzk1IgNNdWwKHwoFYm42ODIKBWJuNzMzEgZibjc5NmIiB0dyZWF0ZXIKIAoGYm43OTZiEgVibjc5NiIEQ2FzdCoJCgJ0bxgBoAECChwKBWJuNzk2CgJjMBIGYm43OTliIgdHcmVhdGVyCiAKBmJuNzk5YgoDYzEyCgNjMjQSBWJuNzk5IgVXaGVyZQodCgRiYzQwCgRuMjQzEgZibjgwNmIiB0dyZWF0ZXIKIAoGYm44MDZiEgVibjgwNiIEQ2FzdCoJCgJ0bxgBoAECChkKBG44MDQKBWJuODA2EgVibjgwNyIDTXVsCh0KBG4yMjkKBGJjNDESBmJuODA5YiIHR3JlYXRlcgogCgZibjgwOWISBWJuODA5IgRDYXN0KgkKAnRvGAGgAQIKGgoFYm44MDkKBWJuODA3EgVibjgxMCIDTXVsChwKBWJuODEwCgJjMBIGYm44NDhiIgdHcmVhdGVyCiMKBmJuODQ4YgoEbjg0NwoFYm41MzESBWJuODQ4IgVXaGVyZQocCgVibjc5NQoCYzASBmJuODQ5YiIHR3JlYXRlcgokCgZibjg0OWIKBWJuNzk5CgVibjg0OBIFYm44NDkiBVdoZXJlChkKBWJuODQ5CgRuMjYyEgVibjg1MCIDTXVsChkKBWJuODUwCgRuMjY4EgVibjg1MSIDTXVsChoKBWJuNDQ2CgVibjg1MRIFYm44NTIiA1N1YgoTCgVibjg1MhIFYm44NTMiA1NpbgoTCgVibjg1MxIFYm44NTQiA0FicwoaCgVibjQyNQoFYm44NTQSBWJuODU1IgNNdWwKEwoFYm44NTESBWJuODU2IgNDb3MKGAoDaW4xCgVibjg1NhIFYm44NTciA011bAoTCgVibjg1MRIFYm44NTgiA1NpbgoYCgNpbjIKBWJuODU4EgVibjg1OSIDTXVsChoKBWJuODU3CgVibjg1ORIFYm44NjAiA1N1YgoYCgNpbjIKBWJuODU2EgVibjg2MiIDTXVsChgKA2luMQoFYm44NTgSBWJuODY0IgNNdWwKGgoFYm44NjIKBWJuODY0EgVibjg2NSIDQWRkChoKBWJuODYwCgVibjQ1MxIFYm44NjYiA011bAoaCgVibjg2NQoFYm40NTYSBWJuODY3IgNNdWwKGgoFYm44NjYKBWJuODY3EgVibjg2OCIDQWRkChcKA2M0MgoEYmM0MxIFYm44NzEiA1N1YgofCgVibjg3MQoFYm44NjgSBmJuODcyYiIHR3JlYXRlcgogCgZibjg3MmISBWJuODcyIgRDYXN0KgkKAnRvGAGgAQIKEwoFYm44NTISBWJuODczIgNDb3MKHQoFYm44NzMKA2MxMRIGYm44NzViIgdHcmVhdGVyCiAKBmJuODc1YhIFYm44NzUiBENhc3QqCQoCdG8YAaABAgoeCgRiYzQ0CgVibjg1NRIGYm44NzdiIgdHcmVhdGVyCiAKBmJuODc3YhIFYm44NzciBENhc3QqCQoCdG8YAaABAgodCgNjNDUKBWJuNDE5EgZibjg3OWIiB0dyZWF0ZXIKIAoGYm44NzliEgVibjg3OSIEQ2FzdCoJCgJ0bxgBoAECChoKBWJuODc3CgVibjg3ORIFYm44ODAiA011bAoaCgVibjg4MAoFYm44NzISBWJuODgxIgNNdWwKGgoFYm44ODEKBWJuODc1EgVibjg4MiIDTXVsCh0KBG4yNDMKBGJjNDYSBmJuODg2YiIHR3JlYXRlcgogCgZibjg4NmISBWJuODg2IgRDYXN0KgkKAnRvGAGgAQIKGQoEbjg4NAoFYm44ODYSBWJuODg3IgNNdWwKGAoEbjI0MwoEYmM0NxIFYm44ODkiA1N1YgoYCgRiYzQ4CgRiYzQ3EgVibjg5MiIDU3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current native/ONNX clamped actions matched on 10,000 seed-4 random observations. Starter replica maximum action error 1.66893e-6 on 10,000, zero shoot disagreements; its outcomes matched ONNX exactly on one 1,000-match tuned-rule check.","Current ONNX vs Starter: 2,979 elimination wins, 21 losses, 3,000 randomized side-paired matches; score 0.993. Warm start won 800/800 built-in matches; 1,000-match mirror was 392 wins/392 losses/216 draws, score 0.5. Built-in and Starter curriculum stages passed 95%.","Harness correction: early built-in checks reused tactical state between matches. Final built-in reports reset each native policy at match start. The warm start was rechecked under this protocol and won all 800 matches (200 per built-in, all eliminations); final submitted model also won 800/800.","Loose retention overfit: 0.7935 current score over 2,000 fresh matches, but 0.928 Starter score over 1,000 (933 wins, 8 losses, 59 draws, 138 HP wins). Rejected. A wrap threshold above 1 had disabled wrap behavior. Strengthened retention to larger separate checks.","Speed-conditional wrap variants, thresholds 50/65/80/95 m/s: current scores [0.55575,0.73875,0.742,0.783] over 2,000 each; Starter [0.977,0.93825,0.91525,0.9165] over 1,000 each. Rejected.","Early full ONNX checkpoint: Starter 0.9953333333333333/3000, built-ins 1.0/800, current 0.832/1000, fresh ten-minute challenger 0.058/500. Current beat that same challenger at 0.64185/10000: matchup strength was non-transitive.","Rule-only search: population 64, 48 side-paired training matches/candidate, fresh 256-match comparisons, 1,000-match selection set, earlier-stage retention. Single-coordinate refinement used 11-point grids (fourth of [5,7,9,11]) and separate 800/2000-match checks. A 0.8575 selection checkpoint scored 0.83832 over 100,000 fresh current matches.","Direct residual PPO: 32/32 ReLU actor, learning rate 0.0003; high-exploration and one-sided training variants were rejected. Corrected training to randomize sides and reduced initial control std to 0.02. Best fresh check in the final side-balanced run: 0.853. Only checkpoints improving the retained rule and passing earlier-stage gates were eligible.","Noise diagnostic on one frozen residual, 2,000 current matches/setting: Gaussian std [0.02,0.08,0.2,0.5] scored [0.79125,0.702,0.35325,0.0275]; deterministic phase jitter scored [0.788,0.716,0.3025,0.0115]. Rejected; no added noise in submitted entry.","Expert-selector PPO: 8-wide ReLU selector (fourth of [2,4,6,8]), complete expert actions, learning rate 0.0003, seed 4. Earlier checkpoint pair had either-policy wins 0.90175 on a 4,000-match diagnostic; this is not a selector score. Best fresh selector check: 0.85825. Pure common ONNX subgraphs were shared; initial selector matched native actions on 10,000 random checks and was 36,611 bytes.","Focused post-shot timing grid: all 9,216 combinations tested over 423.0 seconds; 64 training, 400 fresh-comparison, 1000 selection and separate retention checks. No improvement was accepted; its 0.8615 selection score belonged to the starting checkpoint.","Independent final selection (4000 current, 1000 Starter replica, 800 built-ins; not final-report seeds): [{\"name\":\"early\",\"current_score\":0.82,\"current_wins\":3190,\"current_n\":4000,\"starter_score\":0.996,\"starter_wins\":996,\"eligible\":true,\"bytes\":18930},{\"name\":\"fourth\",\"current_score\":0.841375,\"current_wins\":3300,\"current_n\":4000,\"starter_score\":0.9885,\"starter_wins\":988,\"eligible\":true,\"bytes\":18930},{\"name\":\"coordinate\",\"current_score\":0.84125,\"current_wins\":3301,\"current_n\":4000,\"starter_score\":0.9865,\"starter_wins\":986,\"eligible\":true,\"bytes\":18930},{\"name\":\"gate-best\",\"current_score\":0.84225,\"current_wins\":3277,\"current_n\":4000,\"starter_score\":0.991,\"starter_wins\":990,\"eligible\":true,\"bytes\":36463}]","Current-stage 95% win gate was not reached: selected policy won 3277/4000 on separate selection matches. Curriculum did not advance to training on own exploiters. The ten-minute challenger is a required frozen-policy assessment, not a training opponent for this policy.","Completed final learning windows: side-balanced residual PPO 1,726 updates / 28,278,784 environment transitions; selector PPO 1,292 updates / 21,168,128 transitions. Independent selection favored the selector by only 0.000875 score over the next best plain rule; this small selection margin is not proof of general superiority.","BEST by independent current score subject to retaining earlier 95% gates: gate-best. Final actual ONNX records: {\"starter\":{\"matches\":3000,\"score\":0.9928333333333333},\"current\":{\"matches\":1000,\"score\":0.8655},\"builtins\":{\"matches\":800,\"score\":1.0},\"exploiter\":{\"matches\":500,\"score\":0.065}}. These local scores do not establish an advantage against hidden board entries."],"next":"Cross-play this selector and its reproducible challenger with other seats. Prioritize candidates that retain Starter performance and resist the challenger. This run stalled below the current-stage 95% win gate; the 0.065 challenger score does not justify replacing the board entry."}