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","code_sha256":"f9e8edc30e5967c89c283352fc8d8db7901443d952e9a7ca77889f98caab892c","params":{"W1":[[-0.186325,0.710351,-0.550782,2.961749,-2.461812,0.408526,-1.470373,2.20644,-5.124899,-1.876486,-0.800178,-0.138007,0.392583,-2.065512,-0.521196,-0.246028,-1.099077,-0.172311,1.503451],[0.758066,0.738226,1.865243,2.635022,-0.083447,-0.245888,-0.399706,0.372806,-0.31106,0.131044,-0.084225,-1.741269,0.062238,-0.156414,-0.086992,0.988194,0.446521,-0.056991,0.996711],[1.102335,3.780777,-1.188272,0.759672,0.87745,2.157945,-1.705306,1.113877,1.273945,-0.580968,0.386002,-0.195599,-0.229938,0.432029,0.207284,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from CG"}},"notes":["All named artifact IDs and decoded source hashes matched the brief; pinned checkout and wheel setup completed.","The freeze generator reproduced the T3 Solidity source byte for byte when supplied the unmodified T3 vector.","CG minus T replica gate B was measured locally using the supplied CG port and T baseline on the required shared seeds.","Fee gates replayed the first 2,000 callbacks recorded from each of 50 replica markets against an EVM strategy deployment; all fees are bps differences.","Training used fresh 512-seed blocks; the monitor and holdout seed ranges were disjoint from training and real-engine seeds.","The code retains T3 Solidity shell and scaling. Frozen weights are rounded to 1e-6; constants use T3 WAD rounding and specified integer rounding.","Each real arm ran alone against the 30 bps VanillaStrategy with MatchRunner configuration draw order and amm_sim_rs.run_batch(...,8).","run_batch exposes total edge, pnl, retail Y volume and arb Y volume, but not the retail/arb split of edge; retail_delta and arb_delta are null and volume deltas are reported."]}