The conjectured nonzero spectrum of the position matrix
Let be the position matrix of the one-shelf shuffling machine. Its eigenvalues describe the associated Markov chain on card positions; the previously established eigenvalues include and with the stated multiplicities. The nonzero-spectrum conjecture. The nonzero eigenvalues of are
Numerical evidence is said to strongly suggest this form, but no proof or resolution is supplied in the text.
References
Primary source
Alexander Clay, “Guessing Strategies for Shuffling Machines”, arXiv:2507.10294 (2025).
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