Rigorous edge analysis near the bulk threshold

Establish rigorously the behavior of the self-consistent edge \(\tau_0(\gamma)\) and resolve the edge structure of the row-independent power-law ensemble throughout \(1/2<\gamma\lesssim0.7\), particularly as \(\gamma\to1/2^+\).

Background

The scalar fixed-point computation becomes numerically unreliable for γ0.7\gamma\lesssim0.7, despite high-precision recomputation and finer grids. This region lies above the rigorously established fourth-moment threshold γ=1/2\gamma=1/2, where the auxiliary spectral measure develops increasingly heavy tails.

The paper therefore does not provide a rigorous description of the self-consistent edge or its asymptotics in this range.

References

We leave a rigorous treatment of \tau_0(\gamma) as \gamma\to1/2+, and of the 1/2<\gamma\lesssim0.7 range, as an open problem.

Bulk Phase Transition and Edge Behavior in Temporally Correlated Random Matrices  (2608.23944 - Hisakado et al., 25 Aug 2026) in Section IV.H, final paragraph