Differential geometry·OpenAI Math·Result 346

Sharp singular-set bounds for stationary integral varifolds

One of the 372 results in OpenAI's public mathematics catalogue, filed under differential geometry: 2 preprints, the latest dated 5 October 2026. This page quotes OpenAI's own summary of the claim, links the papers and abstracts, and embeds the animation.

In one line: OpenAI reports a proof of Sharp singular-set bounds for stationary integral varifolds (differential geometry) in 2 preprints, the latest dated 5 October 2026. It has not been peer reviewed. The channel's animation, Every OpenAI Math Result, Part 3 of 4: Operator Paving, Naimark's Problem and 82 More, is on YouTube.

Compilation · 29:20 · 14 October 2026 · from 13:17Watch on YouTube →

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Chapter 39 of 84 in Every OpenAI Math Result, Part 3 of 4: Operator Paving, Naimark's Problem and 82 More · starts at 13:17 · watch from there on YouTube →

What OpenAI claims

Proves that every stationary integral m-varifold in a Euclidean open set has singular set of Hausdorff dimension at most m-1, a sharp bound in every positive dimension and codimension. On round spheres, the family also proves almost-everywhere regularity: the singular set has zero m-dimensional Hausdorff measure.

Papers (2)

  1. A Codimension-One Bound for the Singular Set of a Stationary Integral Varifold

    · Preprint, not peer reviewed · PDF

    OpenAI's abstract The singular set of every stationary integral m-varifold in an open Euclidean set has Hausdorff dimension at most m-1, in every positive dimension and codimension. This sharp bound proves the Euclidean singular-set conjecture recorded by Brena, Decio, and De Lellis.

  2. Almost-everywhere regularity of stationary integral varifolds

    · Preprint, not peer reviewed · PDF

    OpenAI's abstract We resolve the almost-everywhere regularity conjecture of Brena, Decio, and De Lellis for stationary integral varifolds of arbitrary positive dimension and codimension in Euclidean open sets. The singular set has zero measure in the dimension of the varifold: near almost every support point, the varifold is a constant positive integer multiple of a smooth embedded minimal submanifold. The corresponding statement also holds on round spheres.

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.

Quick answers

Is it proven?
Not independently yet. OpenAI posted 2 preprints, the latest dated 5 October 2026; it has not been peer reviewed, so treat the result as OpenAI's claim until other mathematicians have checked it.
What exactly does OpenAI claim?
Proves that every stationary integral m-varifold in a Euclidean open set has singular set of Hausdorff dimension at most m-1, a sharp bound in every positive dimension and codimension. On round spheres, the family also proves almost-everywhere regularity: the singular set has zero m-dimensional Hausdorff measure.
Is there a video?
Yes, on YouTube (29:20, chapter 39).

Also in

The video

Every OpenAI Math Result, Part 3 of 4: Operator Paving, Naimark's Problem and 82 More · Compilation · 29:20 · chapter 39 from 13:17 · description, sources and chapters →

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