Differential geometry·OpenAI Math·Result 360·Lean formalisation listed

Weak MTW curvature gives convexity and regular optimal transport

One of the 372 results in OpenAI's public mathematics catalogue, filed under differential geometry: 2 preprints, the latest dated 25 September 2026. This page quotes OpenAI's own summary of the claim, links the papers and abstracts, and will embed the animation.

Latest paper

Global Support and Convex Injectivity Domains under Weak MTW

25 September 2026 · PDF

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What OpenAI claims

On every closed connected Riemannian manifold of dimension at least two satisfying weak Ma–Trudinger–Wang curvature, all tangent injectivity domains are convex, resolving Villani’s conjecture in this setting. For squared-distance transport between measurable probability densities bounded above and away from zero, the optimal map and its inverse are Hölder continuous. (Lean)

Papers (2)

  1. Global Support and Convex Injectivity Domains under Weak MTW

    · Preprint, not peer reviewed · PDF

    We prove that weak Ma–Trudinger–Wang curvature on a smooth, connected, compact Riemannian manifold of dimension at least two without boundary implies convexity of every tangent injectivity domain, resolving Villani's conjecture in this setting. Conjugate cut points are allowed. More generally, every ordinary subgradient of a squared-distance cost potential is a minimizing velocity with a global supporting mountain. No density hypothesis is used.

  2. Uniform Bi-Holder Transport from Weak MTW

    · Preprint, not peer reviewed · PDF

    We prove that the weak Ma–Trudinger–Wang condition on a fixed smooth connected compact boundaryless Riemannian manifold of dimension at least two implies a common Hölder estimate for optimal transport maps and their inverses over the entire class of probability densities with fixed positive upper and lower bounds. The maps have homeomorphic representatives, conjugate cut points are allowed, and no density regularity is assumed.

Status

Preprint. The papers have not been independently reviewed. Treat the result as OpenAI's claim until other mathematicians have checked it. If a video exists, it illustrates the statement; it is not the proof.

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