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The Mezard-Parisi formula for diluted spin glasses: the Panchenko-Talagrand equality conjecture

Main theorem: for Poisson-diluted even-arity Ising models in the Panchenko-Talagrand class (factorized interactions eθ=a(1+b∏fl)e^{\theta}=a(1+b\prod f_l) with the stated independence and positivity of moments of −b-b), with only first moments of the interaction and field, the limiting pressure exists and equals inf⁡r\inf_r of the infimum of the Mezard-Parisi hierarchical functional of depth rr. Covers Viana-Bray, symmetric diluted even-spin models and soft random even-KK SAT at positive temperature. Not covered: odd arity (for example K-SAT with odd K), models outside the positivity class, fixed-degree random regular graphs, identification of the optimal hierarchy depth, or zero temperature beyond the stated ground-state limits.

Exact FrontierDelta

Prior state unknown→proved

Scope and record

Occurred: Sep 23, 2026

Delta type: SOURCE CLAIM

Assumptions: VibeMathed verification: lean-checked. Publication: announcement. 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: The Mezard-Parisi formula for diluted spin glasses: the Panchenko-Talagrand equality conjecture · Mezard-Parisi diluted formula

Confidence: Not scored

Registry verification: lean checked · announcement · candidate

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Attribution

VibeMathed
registry · event recorded by

Unreleased internal OpenAI model
model · ai model contributor · OpenAI

Artifacts and verifiers

Lean proof (OAI.DilutedSpinGlass.mezard_parisi)

lean artifact · pending

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Compute record

No linked compute attempts recorded.

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Lean proof (OAI.DilutedSpinGlass.mezard_parisi) evidence for this event

This event attributed to Unreleased internal OpenAI model

Panchenko-Talagrand, Bounds for diluted mean-fields spin glass models (2004) evidence for this event

Main theorem: for Poisson-diluted even-arity Ising models in the Panchenko-Talagrand class (factorized interactions eθ=a(1+b∏fl)e^{\theta}=a(1+b\prod f_l) with the stated independence and positivity of moments of −b-b), with only first moments of the interaction and field, the limiting pressure exists and equals inf⁡r\inf_r of the infimum of the Mezard-Parisi hierarchical functional of depth rr. Covers Viana-Bray, symmetric diluted even-spin models and soft random even-KK SAT at positive temperature. Not covered: odd arity (for example K-SAT with odd K), models outside the positivity class, fixed-degree random regular graphs, identification of the optimal hierarchy depth, or zero temperature beyond the stated ground-state limits. parent of this event

VibeMathed record: The Mezard-Parisi formula for diluted spin glasses: the Panchenko-Talagrand equality conjecture evidence for this event

The Mezard-Parisi formula for diluted spin glasses: the Panchenko-Talagrand equality conjecture evidence for this event

The Mezard-Parisi formula for diluted spin glasses: the Panchenko-Talagrand equality conjecture parent of this event

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