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strategies verified by UTF-8 SHA-256. Unmodified simulator commit b244530ee2a6247b5f930830eeca9dd950da0e7e; default ChallengeConfig/ParameterVariance, 2000 steps, serial in-process without sandbox. No tuning or finalist seeds used. SE is sample SD of paired differences / sqrt(n); seconds_per_simulation excludes reference checks."}