{"key":"fresh2-2","idea":"Reduce arb/retail likelihood quantization with a 0.625 bps price lattice while preserving the model, support, recenter threshold, and quote 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","code_sha256":"19efc04ab5da6e8c3b4a5d194f43bbf806bf79bced90b7e76e26e208d578d835","notes":"Negative result. First 1.25 bps grid failed to improve tuning (-0.0082); 0.625 bps was closest to baseline and chosen before confirmation. Confirmation also failed (-0.0096). Code frozen before four once-only 512-seed holdout blocks, all PROCS=8 through run.py Blind. Pure/accelerated row equality verified on three tuning seeds per setting. Diagnostics are pooled holdout first-trade error rate and callback price RMS. No engine seeds used. Gas is a rough storage/arithmetic estimate, not measured; this lattice is unsuitable for a 245k callback budget. Next try integrating within boundary cells rather than merely refining them. Archive includes source, README and exact per-seed paired differences; reference tables remain supplied solved-folder prerequisites. No new runtime dependency is needed for the pure-Python policy."}
