{"approach":"Seed 2. A learned linear gate selects two Starter-derived 112-64-32-3 experts; one balanced self-play fighter and one draw-heavy current-rule counter. Expert weights were rounded to FP16 before gate optimization; the gate includes a two-second opening indicator. Each small 112->64->32->3 ReLU network uses the current and previous 56-value observation frames. Starter behavior cloning used 155764 samples from 1200 randomized matches (Adam 0.001, 80 epochs). A second imitation pass used 241600 states including learner rollouts, labeled by Starter. Self-play used 25-member antithetic mutation populations, cycling output-head, last-two-layer and all-layer mutations; opponents included Starter, the current rule and a hall of past policies. An early narrow specialist was rejected after it failed built-ins. The guarded league search completed at least 170 logged generations and also trained against all four built-ins, used HP differences as auxiliary training reward, and validated pure board scores on separate seeds with built-in performance guards. A separate targeted neural counter search against the current rule supplied an additional league opponent and final candidate. Dead fighters count as zero HP in the corrected auxiliary reward. Full model selection used fresh matches. FP16 storage with float32 computation passed the no-loss compression comparison. Final records use the exported ONNX in the repository simulator. The current opponent is an exact native transpilation, checked against its ONNX on 10000 original and 5203 final-policy observations with zero action error. Randomized spawns, alternating sides and scores 1 elimination / 0.75 HP win / 0.5 draw / 0 loss. Current uses 500 matches per side. Simulator revision 10a6b40d717f54a631e833ef850fd2f1e4066798. Logged search checkpoints per phase: {'evolve-first': 15, 'evolve-resume': 14, 'evolve-hard': 41, 'robust': 55, 'robust-fixed': 48, 'robust-final': 67, 'counter': 16, 'counter-fixed': 18, 'gate': 3, 'gate-fixed': 8}.","blocked":null,"current_vs_starter":0.9913333333333333,"records":{"starter":{"matches":3000,"score":0.8214166666666667},"builtins":{"matches":800,"score":0.935625},"current":{"matches":1000,"wins":4,"losses":996,"draws":0,"score":0.004},"exploiter":{"matches":500,"score":0.002,"how":"Seed-2 search with a 600-second adaptation budget: antithetic neural mutations initialized from the aggressive expert of the frozen final policy (head, last two layers, whole network), plus evolution of yaw/throttle/shoot output adjustments to the current rule; 247 generations and 241232 training/selection matches. 570.8242718609981 seconds in adaptation. Strongest selected on 200 fresh matches from each candidate, then scored here on 500 unused matches. Selected opponent: the evolved neural learner; it tied the adapted current rule on the selection set."}},"entry":"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","entry_sha256":"5605ed97cfcbfe1c9f2f29ef4a8dd4bbf09974ebed9d09eab08dc9c5b8737ac3","entry_bytes":39788,"ops":["Cast","Concat","Gather","Gemm","Greater","Relu","Slice","Where"],"tried":["Harness calibration: current entry 2974 elimination wins, 26 losses, zero draws in 3000 random-spawn matches; score 0.9913333333333333.","Starter imitation only: score 0.15975 against Starter/3000, 0.919375 built-ins/800, 0.0085 current/1000.","Additional imitation on learner states: validation scores [0.23875, 0.005, 0.9275, 0.9875, 0.94375, 0.975], opponents Starter/current/dogfighter/chaser/ace/brawler, 200 each; retained as robust initializer.","Rejected narrow self-play: Starter 0.8595/3000 but built-ins 0.0125/800 and current 0.001/1000. High Starter score alone was misleading.","Corrected the auxiliary HP reward to count dead fighters as zero HP; reported board scores always used actual outcomes.","Added built-ins to league training and promotion checks; robust search stages 170 logged generations, 6 promotions.","Additional targeted current-rule counter search, fresh 500-match record: {'draws': 495, 'hp': -0.0068000000000000005, 'losses': 5, 'matches': 500, 'samples': 0, 'score': 0.495, 'wins': 0}.","Learned two-expert gate: 15 generations, 3 promotions; FP16 experts were fixed before gate optimization.","Final checkpoint selection, 400 matches per opponent (Starter,current,dogfighter,chaser,ace,brawler): [[0.783125, 0.005, 0.971875, 0.94625, 0.941875, 0.913125], [0.31625, 0.006875, 0.968125, 0.98875, 0.98, 0.96625], [0.170625, 0.01125, 0.90125, 0.9625, 0.901875, 0.865], [0.731875, 0.0, 0.91625, 0.91, 0.915, 0.91], [0.01, 0.493125, 0.015, 0.2475, 0.00875, 0.0], [0.83875, 0.00375, 0.93625, 0.94125, 0.9375, 0.91]]; selected .cache/gated.","Standalone counter FP16 test: score 0.49125 to 0.48875 against current over 200 matches; gate optimization subsequently used rounded expert weights.","Compression comparison: float32 storage 77440 bytes vs FP16 storage 39788 bytes, 400 matches each against six opponents. Scores float32/FP16: [[0.8325, 0.0, 0.935, 0.93625, 0.9175, 0.890625], [0.8325, 0.0, 0.935, 0.93625, 0.9175, 0.890625]]; FP16 accepted.","Ten-minute adversarial search: candidate final-model scores on 200 selection matches each [0.0, 0.0, 0.005, 0.82375]; strongest selected .cache/exploiter-net.net.","BEST balanced final: Starter 0.8214166666666667/3000; built-ins 0.935625/800; current 0.004/1000 (4 wins, 996 losses, 0 draws); fresh exploiter 0.002/500."],"next":"Do not replace the current board entry with this model. Keep the built-in guards and current-rule benchmark: high Starter scores alone were misleading. The b_ branch of this ONNX contains the rounded draw-heavy counter and can be extracted as a hard league opponent. Test a larger all-four-frame policy trained with policy gradients before distilling, then repeat the fresh-spawn records; that is a hypothesis, not an observed improvement."}