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input artifact bytes matched their URL SHA-256 ids; compressed sources matched their published decoded hashes; IB Solidity and PORT match the full hashes named in the brief. Setup wheel SHA-256 and pinned checkout verified. All commands were bounded below eight minutes.","Gate A uses START values in the supplied PORT, reading anchors from W[NW:NW+3] and TH from W[NW+3:]. IB uses its own supplied port and frozen head weights. Replica strategy blocks replace only the marked strategy block of the pinned replica source; numba disk caching changes decorators only in scratch simulator modules.","Each generation evaluates all sixteen proposals on the same new 512-seed block. CMA optimizes 178 weights plus 41 constants from START; constants use clipped base-2 factors and decays transform through 1-d; ELAPSED_CAP, DIR_IMPACT_MULT, STEP_COUNT_CAP, ANCHOR_COUNT_CAP are rounded integers. Weight block RMS is frozen at START. The first 13 input scalings are hardcoded by the supplied port; all scalings remain fixed.","Best means best scheduled ES-mean monitor versus START, with START itself retained if no monitored mean improves. Held-out and real seeds do not select the weights. Frozen Solidity changes numeric literals only; its nonnumeric token structure equals START. Weights round to 1e-6, real-unit constants to WAD integers. Port includes frozen_policy() and FROZEN_PARAMS; strat_init/strat_after accept its vector.","Gate A/C callback seeds repeat only for differential verification; monitor seeds repeat by design; search market seed blocks are disjoint across generations. Gate B uses the explicitly prescribed historical reference block. Holdout and real blocks run once per arm.","Real retail/arb edge deltas are null because the Rust batch result does not expose edge decomposition. Retail and arb volume deltas and pnl deltas are measured directly. Quartiles use IB retail volume, with equal-sized sorted seed groups.","Locally measured results are not a leaderboard score. The replica has independent random paths from Rust, so paired replica and real gains need not agree exactly. Input URLs and exact source passages are listed in sources.json."]}