RG critical-exponent conjecture for MaxCal kernel dynamics

Let RΛ:KKR_\Lambda:\mathcal{K}\to\mathcal{K} be the renormalization-group map, let β(k)\beta(k) be its beta function, and let kk^* be an RG fixed point satisfying β(k)=0\beta(k^*)=0. Let Dk2SkD^2_k\mathcal{S}^*|_{k^*} denote the Hessian of the optimized path entropy at the corresponding self-consistent kernel, with eigenvalues computed in the Hilbert–Schmidt metric. RG critical-exponent conjecture. The critical exponents at RG fixed points equal the eigenvalues of Dk2SkD^2_k\mathcal{S}^*|_{k^*} in the Hilbert–Schmidt metric, so that universality classes correspond to stability basins of self-consistent kernels. This proposes a precise correspondence between renormalization-group universality and MaxCal kernel stability; the surrounding text gives no proof or evidence of resolution.

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Primary source

Jnaneshwar Das, “Kernel Dynamics under Path Entropy Maximization”, arXiv:2603.27880 (2026).

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