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commit b244530ee2a6247b5f930830eeca9dd950da0e7e, unmodified; Python 3.12.3.","Serial in-process execution; no sandbox, workers, or simulation shortcuts. Each seed samples runner.sample_config(ChallengeConfig(), ParameterVariance(), seed=s); the same cfg and seed are used for T then CANDIDATE. loader.load_strategy_factory is called anew for each run, and SimulationEngine creates a fresh strategy.","d is CANDIDATE.total_edge minus T.total_edge. Aggregate moments and standard errors use unrounded float differences; per_seed and extrema are rounded to six decimals. Standard error is sample standard deviation divided by sqrt(n). Seeds are inclusive; extrema ties use ascending seed.","seconds_per_simulation reports arithmetic mean wall time for SimulationEngine(cfg, factory, seed=s).run(), excluding strategy loading and configuration sampling.","All four sampled spreads are simulated for both strategies, even when the switch does not apply. failures lists engine-reported or raised errors; empty means none."]}
