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","code_sha256":"0d64a2a4b7dab21fb7f2c6d47bfa3ee616585dbd0d3c8b01782da386bcee507c","params":{"architecture":"19-8-2 (CG), ReLU clipped [0,4], inputs clipped [-4,4], output bps added to T-path fees then clamped [0,MAX_FEE]; weights 1e-6 fixed 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from CG params (identical to CG restart.best_weights); only the 178 head weights changed; Solidity shell and scaling are CG unchanged.","Frozen at ES mean of generation 1710 (monitor +0.0688 over CG on 2048 markets).","Real: candidate +0.093 se 0.016 over CG (512), +0.271 se 0.019 over IB (1024), +0.944 se 0.033 over HA (512) on fresh seeds 8100000..; replica holdout predicted +0.077 over CG.","Real-engine retail/arb split is a float reconstruction (kit harness.decompose), cross-checked against engine arb volume.","IB, CG, HA real arms were run while the search was running (they do not depend on the candidate); the candidate arm ran after freeze and holdout.","No leaderboard submission was made."]}