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Interactive web platforms that model statistical decision spaces face a fundamental engineering divide: should the deterministic outcome be computed entirely client-server via pseudo-random number alg

Opening question In Episodes 1 through 3, our computational tournaments operated under a fixed social contract: The population was static. The experimenter handpicked the participants, and every arche
