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The limiting free energy of orthogonally invariant Ising spin glasses at every temperature

Theorem 1.1: under the stated spectral assumptions, lim⁡EPN=lim⁡PN=inf⁡p{S(p)+G1(p)}\lim\mathbb EP_N=\lim P_N=\inf_p\{S(p)+G_1(p)\} almost surely, where pp ranges over overlap quantile functions, SS is a Parisi-type one-site functional and G1G_1 involves the edge-extended RR-transform of μ\mu; no independence across NN is needed. Extensions: deterministic external fields converging in Wasserstein-1, random spectra, the zero-temperature ground-state energy, and Gaussian Hopfield consequences (limiting max and min of N−1∥Gσ∥2N^{-1}\|G\sigma\|_2). Not shown: outliers in the spectrum, explicit identification with the published 1RSB formulas, or the structure (full RSB or not) of the optimizer.

Exact FrontierDelta

Prior state unknown→proved

Scope and record

Occurred: Sep 25, 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 limiting free energy of orthogonally invariant Ising spin glasses at every temperature · Pressure of orthogonally invariant spin glasses

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 comparator statement: InvariantIsing.lean

lean artifact · pending

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Lean solution module: OAI/Probability/InvariantIsing/Unconditional.lean

lean artifact · pending

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Compute record

No linked compute attempts recorded.

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This event attributed to Unreleased internal OpenAI model

Fan and Wu, Replica-symmetric free energy for orthogonally invariant Ising spin glasses (arXiv:2105.02797) evidence for this event

Theorem 1.1: under the stated spectral assumptions, lim⁡EPN=lim⁡PN=inf⁡p{S(p)+G1(p)}\lim\mathbb EP_N=\lim P_N=\inf_p\{S(p)+G_1(p)\} almost surely, where pp ranges over overlap quantile functions, SS is a Parisi-type one-site functional and G1G_1 involves the edge-extended RR-transform of μ\mu; no independence across NN is needed. Extensions: deterministic external fields converging in Wasserstein-1, random spectra, the zero-temperature ground-state energy, and Gaussian Hopfield consequences (limiting max and min of N−1∥Gσ∥2N^{-1}\|G\sigma\|_2). Not shown: outliers in the spectrum, explicit identification with the published 1RSB formulas, or the structure (full RSB or not) of the optimizer. parent of this event

VibeMathed record: The limiting free energy of orthogonally invariant Ising spin glasses at every temperature evidence for this event

The limiting free energy of orthogonally invariant Ising spin glasses at every temperature parent of this event

Lean solution module: OAI/Probability/InvariantIsing/Unconditional.lean evidence for this event

The limiting free energy of orthogonally invariant Ising spin glasses at every temperature evidence for this event

Lean comparator statement: InvariantIsing.lean evidence for this event

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