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Strict hot spots and absence of interior critical points on smooth simply connected planar domains

OpenAI · September 24, 2026

Lean

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Abstract

We prove the strict hot spots conjecture for smooth bounded simply connected planar domains. More precisely, every nonzero eigenfunction for the first positive Neumann eigenvalue has nonvanishing gradient in the interior, so all its global maxima and minima lie on the boundary. This holds even when the eigenvalue is multiple.

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Notes

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Automatically collected notes (unreviewed)

work in progress

Collected automatically by AI tools (Claude Opus 5.5 and GPT-6 Astra, 2026-10-21) and not checked by a person. May be wrong or incomplete. Report an error.

Follow-up works

Comments and discussion

  • Krzysztof Burdzy, remarks in Section 1 of arXiv:2610.12622 (arXiv, Oct 2026). Burdzy, who stated the simply connected conjecture in 2005, says he has not assessed this paper's proof and that "The OpenAI model that generated [3] missed the theorem presented in this note"; he also reports that Rodrigo Bañuelos used ChatGPT to generate an almost identical theorem and proof. [AI-generated per source]

Formalization

  • mathcommunity/oai-math-revised, lean/docs/369.md (OpenAI math release Lean scope notes, 2026-10-06). States that the Lean formalization proves nonvanishing interior gradient for every nonzero first positive Neumann eigenfunction on nonempty smooth bounded simply connected planar domains, including the multiple-eigenvalue case.
  • mathcommunity/oai-math-revised, lean/ComparatorChallenges/HotSpots.lean (release comparator statement). Gives the Lean 4/Mathlib statement OAI.StrictHotSpots.main_theorem: nonzero gradient, plus strict bounds by the boundary infimum and supremum, for nonzero u in the first Neumann eigenspace of an AdmissibleDomain.
  • Jaume de Dios Pont, Convex sets can have interior hot spots (arXiv:2412.06344, 2024-12-09). Cited by the follow-up works (Burdzy; Deng et al.; Atar–Burdzy) for its counterexamples on convex domains in sufficiently high dimensions, which is context for this paper's restriction to planar domains.

Possibly relevant literature (found by the agent, not checked)

Elsewhere

Independent sites; their content is not reviewed here.

Cite

@misc{OAI:Strict-hot-spots-and-absence-of-interior-critical-points-on-smooth-simply-connected-planar-domains-September-24-2026,
  author = {{OpenAI}},
  title = {{Strict hot spots and absence of interior critical points on smooth simply connected planar domains}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/Strict-hot-spots-and-absence-of-interior-critical-points-on-smooth-simply-connected-planar-domains-September-24-2026/main.pdf}{OAI:Strict-hot-spots-and-absence-of-interior-critical-points-on-smooth-simply-connected-planar-domains-September-24-2026}},
  year = {2026}
}

Lean formalization

OpenAI provides Lean files for this family: lean/docs/369.md. The Lean statements have not been checked by people against the paper's claims.

Family 369: The hot spots conjecture for simply connected planar domains

Proves a strict form of Burdzy's simply connected hot spots conjecture. On every smooth bounded simply connected planar domain, each nonzero eigenfunction for the first positive Neumann eigenvalue has no interior critical point, so all global extrema lie on the boundary. Eigenvalue multiplicity is allowed.

This is the only paper in this family.