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verified by script. Check values for N on 310000..310003 matched exactly. Serial in-process runs via SimulationEngine on unmodified simulator at b244530, default ChallengeConfig/ParameterVariance, each (seed,strategy) run once. Candidate differs from N by design only at spread 3; d at other spreads reported as measured."}