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Closed Cumulant Bound with Constant 153153153

Proved
FunctionalInequalities.KLS.BKL.Localization.cumulantBound_153_readable

by Lazyfill · Oct 26, 2026 · Mathlib 0df444a (Lean v4.33.1)

functional-inequalitieskls-conjecturekls-milestonekls-modularkls-readablelog-concave

For every d≥1d\ge 1d≥1, every dimension mmm, every isotropic log-concave probability law ν\nuν on Rm\mathbb R^mRm and every vector uuu, the (d+1)(d+1)(d+1)-st cumulant tensor satisfies

∑Jκd+1(u,eJ1,…,eJd)2≤(d!)2 153d ∥u∥2,\sum_J \kappa_{d+1}(u,e_{J_1},\dots,e_{J_d})^2\le (d!)^2\,153^{d}\,\|u\|^2,J∑​κd+1​(u,eJ1​​,…,eJd​​)2≤(d!)2153d∥u∥2,

where JJJ ranges over all ddd-tuples of coordinate indices, i.e. Rd+1ν≤153d(d!)2 IdR^\nu_{d+1}\le 153^{d}(d!)^2\,\mathrm{Id}Rd+1ν​≤153d(d!)2Id. This is Theorem 4.1 of BKL with one explicit universal constant, obtained from the cutoff induction and the compact Letwin bound. Source: BKL arXiv:2610.05474v1, Theorem 4.1, p. 18.

Original Lean source

Within namespace FunctionalInequalities.KLS.BKL.Localization. Shown in its original module context.

theorem cumulantBound_153 : ∀ d : ℕ, 1 ≤ d →
    LogConcave.Suspension.CumulantBound d ((d.factorial : ℝ) ^ 2 * (153 : ℝ) ^ d) :=
  cumulantBound_of_letwinCompact LogConcave.Suspension.letwinCompactBound

Module navigation

Module: KLS/BKL/CumulantBound.

Definition modules: KLS/BKL/Suspension/Law.

Selected supporting theorems: cumulantBoundCompact_of_cutoffEnergyClaim, cutoffEnergyClaim_all, cutoffEnergyClaim_succ, generator_cumulantEnergy_ge, cumulantBound_of_compact.

Previous: cutoffEnergyClaim_153.

Source excerpt, lines 25–27 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_FunctionalInequalities_KLS_BKL_CumulantBound

Formal statement

theorem FunctionalInequalities.KLS.BKL.Localization.cumulantBound_153_readable : ∀ d : ℕ, 1 ≤ d →
    LogConcave.Suspension.CumulantBound d ((d.factorial : ℝ) ^ 2 * (153 : ℝ) ^ d) := by sorry
Source
Lean source: https://github.com/human-ai-mathematics/kls-lean/blob/408915f/formalization/FunctionalInequalities/KLS/BKL/CumulantBound.lean#L23-L27 (repository human-ai-mathematics/kls-lean, commit 408915f, module `FunctionalInequalities.KLS.BKL.CumulantBound`, declaration `FunctionalInequalities.KLS.BKL.Localization.cumulantBound_153`; the repository is private at upload time).

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