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Talagrand’s convolution conjecture

The claim is the exact conjectured decay: ψμa(u)≤Ca/log⁡u\psi_{\mu_a}(u) \le C_a/\sqrt{\log u} for every u>1u > 1 and every nn, with CaC_a dimension-free - concretely ≲κa2(log⁡κaκa−1)1/2\lesssim \kappa_a^2(\log\frac{\kappa_a}{\kappa_a-1})^{1/2} where κa=(1+a)/(1−a)\kappa_a = (1+a)/(1-a). What is new is one step in a three-paper chain rather than a proof from scratch, and the paper is explicit about it. Chen's reverse-heat and Boolean-bridge framework and Xiang-Zhang's localized terminal-discrepancy method are taken as given; the addition is a power coupling that splits each reverse edge ratio into two geometric powers, producing a switched exponential weight that restores the exact reverse jump rate of the perturbed coordinate. Because the frozen exponent then has a fixed numerator, no growing stopping buffer is needed and the log⁡log⁡u\log\log u factor disappears. That last log⁡log⁡\log\log is what stood between the previous work and Talagrand's statement.

Exact FrontierDelta

proved→proved

Scope and record

Occurred: Oct 29, 2026

Delta type: REGISTRY REVISION

Assumptions: VibeMathed verification: unreviewed. Publication: preprint. AI contribution: ai-discovered. VibeMathed editorial classifications, scores, notes, relations, and dataset structure are CC BY 4.0. Source statements and linked content retain their own rights.

Canonical aliases: Talagrand’s convolution conjecture · Talagrand convolution

Confidence: Not scored

Registry verification: unreviewed · preprint · resolved

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Attribution

VibeMathed
registry · event recorded by

Odin Automatic AI Research Agent
model · ai model contributor

Junwei Lu
human · human collaborator

Shengtao Guo
human · human collaborator

Ethan X. Fang
human · human collaborator

Lineage and corrections

Corrects Talagrand’s convolution conjecture →

Supersedes Talagrand’s convolution conjecture →

O'Donnell's open-problem list, where the conjecture and its $1000 prize are recorded evidence for this event

Talagrand’s convolution conjecture evidence for this event

Xiang and Zhang, Layerwise terminal discrepancy in Chen's reverse-heat coupling (June 2026) evidence for this event

The claim is the exact conjectured decay: ψμa(u)≤Ca/log⁡u\psi_{\mu_a}(u) \le C_a/\sqrt{\log u} for every u>1u > 1 and every nn, with CaC_a dimension-free - concretely ≲κa2(log⁡κaκa−1)1/2\lesssim \kappa_a^2(\log\frac{\kappa_a}{\kappa_a-1})^{1/2} where κa=(1+a)/(1−a)\kappa_a = (1+a)/(1-a). What is new is one step in a three-paper chain rather than a proof from scratch, and the paper is explicit about it. Chen's reverse-heat and Boolean-bridge framework and Xiang-Zhang's localized terminal-discrepancy method are taken as given; the addition is a power coupling that splits each reverse edge ratio into two geometric powers, producing a switched exponential weight that restores the exact reverse jump rate of the perturbed coordinate. Because the frozen exponent then has a fixed numerator, no growing stopping buffer is needed and the log⁡log⁡u\log\log u factor disappears. That last log⁡log⁡\log\log is what stood between the previous work and Talagrand's statement. parent of this event

Chen, Talagrand's convolution conjecture up to loglog via perturbed reverse heat (Nov 2025) evidence for this event

This event attributed to Odin Automatic AI Research Agent

This event attributed to Junwei Lu

This event attributed to Shengtao Guo

VibeMathed record: Talagrand’s convolution conjecture evidence for this event

Talagrand’s convolution conjecture parent of this event

This event attributed to Ethan X. Fang

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