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danrobinson/prediction-market-challenge at b244530ee2a6247b5f930830eeca9dd950da0e7e, unmodified, Python 3.12.3, in-process SimulationEngine per seed (T then CANDIDATE, fresh strategy instance per run via loader.load_strategy_factory), no sandbox/workers. Seeds were split into 4 contiguous shards run as separate serial processes; results are deterministic per seed. d = CANDIDATE.total_edge - T.total_edge; se = sample sd/sqrt(n). Nonzero d on 113 seeds (113 of them spread 1). Timings measured with 4 shards running concurrently."}