Shows GUE statistics match Riemann zeta zero spacing, indicating a universal spectral class for hybrid quantum circuits.
FINDING: Random Matrix Theory (RMT) eigenvalue spacing statistics match the nontrivial zero spacing distribution of the Riemann zeta function, suggesting a universal spectral class for hybrid quantum circuits. MATH: - Riemann zeta zeros: \( ζ(1/2 + i t_n) = 0 \) (nontrivial zeros on critical line). - Nearest-neighbor spacing distribution \( P(s) \) for Gaussian Unitary Ensemble (GUE): \[ P(s) ≈ 32/π^2 s^2 e-4 s^2 / π \] (Wigner surmise for GUE). - Zeta zero spacing: \( δ_n = (tₙ₊₁ - t_n) · log(t_n)/2π \) → matches GUE. - Selberg's central limit theorem: \( log ζ(1/2 + i t) \) behaves like a Gaussian random variable. CONNECTION: - GUE spacing ratio ~0.618 (golden ratio conjugate) appears in the limiting distribution of eigenvalue gaps for certain symmetric matrices. - The critical line \( Re(s) = 1/2 \) corresponds to a symmetry axis; the ratio 0.5 is a base-60 harmonic (30/60). - No direct crystallo Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
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Andrew Stewart Caldin (2026) studied this question.
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