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Closed Cutoff Energy Claim at Constant 153153153

Proved
FunctionalInequalities.KLS.BKL.Localization.cutoffEnergyClaim_153_readable

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

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

The finite-horizon cutoff counterpart of BKL (95), with explicit envelope bm=153m−1((m−1)!)2b_m=153^{m-1}((m-1)!)^2bm​=153m−1((m−1)!)2, holds at every order m=d+1≥2m=d+1\ge2m=d+1≥2. For every compactly supported isotropic log-concave prior, unit vector uuu, tolerance ε>0\varepsilon>0ε>0, and horizon T≥0T\ge0T≥0, there is R0R_0R0​ such that for every R≥R0R\ge R_0R≥R0​ and every ball-cutoff Eldan process satisfying CutoffEnergyClaim on a Brownian probability space,

Em(0)+12E[∫0TγR(ps)2Em+1(ps) ds]≤bm+ε.E_m(0)+\tfrac12\mathbb E[\int_0^T\gamma_R(p_s)^2 E_{m+1}(p_s)\,ds]\le b_m+\varepsilon.Em​(0)+21​E[∫0T​γR​(ps​)2Em+1​(ps​)ds]≤bm​+ε.

Here EmE_mEm​ is the cumulant energy, psp_sps​ the process parameter, and γR\gamma_RγR​ the ball cutoff. The filtration is a Brownian filtration, is constant for nonpositive times, and contains every measurable null set at time zero, exactly as required by the Lean predicate. This is the cutoff route to Theorem 4.1 formalized here; it does not assert the paper's infinite-horizon uncut identity. The literal uncut identities (68)–(73) are outside the scope of this formalization. Source: BKL arXiv:2610.05474v1, Section 6, (95).

Original Lean source

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

theorem cutoffEnergyClaim_153 : ∀ d : ℕ, 1 ≤ d → CutoffEnergyClaim 153 d :=
  cutoffEnergyClaim_of_letwinCompact LogConcave.Suspension.letwinCompactBound

Module navigation

Module: KLS/BKL/CumulantBound.

Definition modules: KLS/BKL/Localization/CutoffEnergy/Basic.

Supporting theorems: cumulantBoundCompact_of_cutoffEnergyClaim, cutoffEnergyClaim_all, cutoffEnergyClaim_succ, generator_cumulantEnergy_ge, letwinCompactBound.

Next: cumulantBound_153.

Source excerpt, lines 20–21 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_FunctionalInequalities_KLS_BKL_CumulantBound

Formal statement

theorem FunctionalInequalities.KLS.BKL.Localization.cutoffEnergyClaim_153_readable : ∀ d : ℕ, 1 ≤ d → CutoffEnergyClaim 153 d := by sorry
Source
Lean source: https://github.com/human-ai-mathematics/kls-lean/blob/408915f/formalization/FunctionalInequalities/KLS/BKL/CumulantBound.lean#L18-L21 (repository human-ai-mathematics/kls-lean, commit 408915f, module `FunctionalInequalities.KLS.BKL.CumulantBound`, declaration `FunctionalInequalities.KLS.BKL.Localization.cutoffEnergyClaim_153`; the repository is private at upload time).

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