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","code_sha256":"4da9e3ae826b3b6f9170948bd2c2c0a494e78521414341656425b76e71c0f964","params":{"hidden_units":8,"input_count":19,"layout":"flat 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search-mode decision used the initial warmed 512-market eight-worker throughput. The supplemental 24-worker probe ran under concurrent training and real-engine load and was not used for that decision.","A preliminary search was discarded after discovering RNG state was not checkpointed across process segments. The delivered policy comes from a full restart from J2 with ES seed 755 and RNG state checkpointed; preliminary training seeds were not reused.","All reported new measurements were obtained locally in this run; artifact metrics were not substituted. No real-engine seeds used for selection.","Supplied replica market mechanics and IB port used without rebuilding either; only strategy-region composition and parameter arrays changed.","Initial gate fixture with large absolute trades depleted reserves and reverted with division by zero; bounded proportional-trade fixture used for both completed differential gates.","Replica and Rust price/retail RNG paths intentionally differ. Gate B validates aggregate transfer, not path identity.","All commands segmented below eight minutes; training state saved after every generation. No leaderboard submission was performed."]}