Tracy–Widom fluctuations of the spectral gap for random hyperbolic surfaces
Establish that, for suitable models of random hyperbolic surfaces, the normalized fluctuation ((1/4) − λ1(X))·Vol(X)^{2/3}, after re-scaling by a constant, converges in distribution to the Tracy–Widom law with β = 1.
References
It is therefore natural to conjecture that, possibly after re-scaling by a constant, ((1/4)−λ_1(X)) (Vol(X)){2/3} converges to the Tracy-Widom distribution for suitable models of random hyperbolic surfaces, which would provide a positive answer to Problem 1.1.
— Spectral gap with polynomial rate for Weil-Petersson random surfaces
(2508.14874 - Hide et al., 20 Aug 2025) in Motivation, Section 1 (Introduction)