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◇ arXiv2026-08-31· cs.IT

An Explicit Family of Log-Concave Counterexamples to the Gaussian Completely Monotone Conjecture

Jiayang Zou, Luyao Fan, Jiayang Gao, Jia Wang

原始摘要(英文原文)· Original abstract
We construct smooth, strictly log-concave counterexamples to the Gaussian completely monotone conjecture in every dimension. In one dimension, they form an explicit family $f_m$ whose signed $m$th entropy derivative at time zero is negative for every sufficiently large $m$; the inequality persists for all sufficiently small positive times. Tensorization with a broad Gaussian factor gives the higher-dimensional examples. The argument is analytic and self-contained. It reduces the sign to a two-frequency entropy calculation on the circle and transfers the resulting asymptotic to the real line through an exact heat-flow formula for Gaussian-windowed Fourier modes. The proof was developed by GPT-5.6 Sol Pro under the authors' guidance.
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An Explicit Family of Log-Concave Counterexamples to the Gaussian Completely Monotone Conjecture — 科研速览 Science Skim