PDE and mathematical physics · Oct 6, 2026
Optimal logarithmic mixing of the Thorp shuffle
Proves that the Thorp shuffle randomizes labeled cards in physical shuffles, settling its optimal mixing order for power-of-two deck sizes. Convergence is in total variation from the worst initial ordering and concerns the entire permutation, not just individual card positions.
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Unreleased OpenAI model
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