AI Proved What?

Episode 344, October 2026

Only five shapes?

An AI preprint claims the metric Blaschke conjecture

Covers result 344 in OpenAI’s catalog: its one paper. See its connections to other results and the work it cites.

4:02. English captions available. The video loads from YouTube when you press play.

Chapters

  1. 0:00The question
  2. 1:26The claim
  3. 2:10How the proof goes
  4. 3:22Where it stands

The claim, in plain words

The injectivity radius of a closed manifold is how far you can travel from any point along geodesics before they stop being shortest paths. It can never exceed the diameter, the largest distance between two points. On a round sphere the two are equal: every geodesic from a point reaches the opposite point together. On flat tori, square or hexagonal, or a product of two equal spheres, our computer finds the injectivity radius falls short, to about 0.71 or 0.87 of the diameter. On an oblate spheroid, geodesics from a point on the equator meet along a whole arc instead of at one point.

Manifolds whose injectivity radius equals their diameter are named after Blaschke, who raised the question for surfaces in 1921. Besides spheres there are four other kinds of model: real, complex and quaternionic projective spaces, and the Cayley plane. The Blaschke conjecture says these are the only examples, up to scale, in the form stated in Besse’s 1978 book. Surfaces were settled by Green in 1963, and spheres and real projective spaces by about 1980, through Berger, Kazdan, Weinstein and Yang. The complex, quaternionic and Cayley cases stayed open: there were results on their topology and volume, and proofs only under extra curvature assumptions.

Result 344 is one OpenAI paper, 41 pages, dated September 23 and made public October 6, 2026. It claims the full conjecture: a closed Riemannian manifold whose injectivity radius equals its diameter is, up to scale, one of the five models. The key new step is a sharp lower bound: such a manifold has at least the volume of its model with the same diameter, with equality only for the model.

What it doesn’t claim

Not claimed: anything about manifolds where only some points have this property, or where geodesics all close up but need not stay shortest that long, which are different problems; or a machine-checked proof, since there is no Lean.

Where it stands

Posted as a preprint
OpenAI, 41 pages, dated September 23, 2026
Peer reviewed
Not yet
Formalized in Lean
No

Last checked October 19, 2026. The paper is unrefereed and unchanged since release, and has no Lean. It relies on deep earlier theorems, including Szabó’s on harmonic manifolds, Yang’s volume theorem, and Reznikov’s theorem, which it cites only through a later paper. In September 2026, Song posted a proof under an extra hypothesis, which the paper cites. We found no specialist comment and no reported error. OSVerify has not reviewed it.

How the proof goes

  1. A sharp volume lower bound. From the hypothesis and classical theory, every geodesic closes up with the same length. Along each closed geodesic, the paper splits the Jacobi determinant into two blocks and combines a Kazdan-type identity with Jensen’s inequality, integrating over all geodesics. This gives the volume lower bound, and equality forces a harmonic manifold, which by Szabó’s theorem is the model. Our computer reproduces the model volumes from the paper’s density formula; relative to a round sphere of the same dimension and diameter they are 8, 3, 7 and 39 times as large, for four-dimensional real projective space, the complex projective plane, the quaternionic plane and the Cayley plane.
  2. Then a matching upper bound. It then needs a matching upper bound. For complex projective spaces it comes from Yang’s 1991 work; for the two remaining planes, quaternionic and Cayley, from earlier diffeomorphism results and a volume theorem of Reznikov; and for all quaternionic projective spaces, the plane included, from a new 20-page topological argument whose final bound is a Catalan number. The two bounds together force isometry.

The numbers in the video

  • Ours: injectivity radius over diameter is 0.71 for the square flat torus and for a product of two equal spheres, 0.87 for the hexagonal torus, and 1 for the round sphere.
  • Ours: on an oblate spheroid (axis ratio 0.8), geodesics from a point on the equator meet along an arc, not at one point.
  • Ours: relative to a round sphere of the same dimension and diameter, the models have 8, 3, 7 and 39 times the volume (four-dimensional real projective space, complex projective plane, quaternionic plane, Cayley plane).
  • Ours: the paper's density formula reproduces 13 model volumes to about 1e-15 (real projective spaces by our extension).

Read the source

The paper

OpenAI groups related papers into one result; this one has a single paper.

Transcript

Read the full script

0:00The question

The injectivity radius of a closed manifold is how far you can travel from any point along geodesics before they stop being shortest paths. It can never exceed the diameter, the largest distance between two points. On a round sphere the two are equal: every geodesic from a point reaches the opposite point together. On flat tori, square or hexagonal, or a product of two equal spheres, our computer finds the injectivity radius falls short, to about 0.71 or 0.87 of the diameter. On an oblate spheroid, geodesics from a point on the equator meet along a whole arc instead of at one point. Manifolds whose injectivity radius equals their diameter are named after Blaschke, who raised the question for surfaces in 1921. Besides spheres there are four other kinds of model: real, complex and quaternionic projective spaces, and the Cayley plane. The Blaschke conjecture says these are the only examples, up to scale, in the form stated in Besse’s 1978 book. Surfaces were settled by Green in 1963, and spheres and real projective spaces by about 1980, through Berger, Kazdan, Weinstein and Yang. The complex, quaternionic and Cayley cases stayed open: there were results on their topology and volume, and proofs only under extra curvature assumptions.

1:26The claim

Result 344 is one OpenAI paper, 41 pages, dated September 23 and made public October 6, 2026. It claims the full conjecture: a closed Riemannian manifold whose injectivity radius equals its diameter is, up to scale, one of the five models. The key new step is a sharp lower bound: such a manifold has at least the volume of its model with the same diameter, with equality only for the model. Not claimed: anything about manifolds where only some points have this property, or where geodesics all close up but need not stay shortest that long, which are different problems; or a machine-checked proof, since there is no Lean.

2:10How the proof goes

From the hypothesis and classical theory, every geodesic closes up with the same length. Along each closed geodesic, the paper splits the Jacobi determinant into two blocks and combines a Kazdan-type identity with Jensen’s inequality, integrating over all geodesics. This gives the volume lower bound, and equality forces a harmonic manifold, which by Szabó’s theorem is the model. Our computer reproduces the model volumes from the paper’s density formula; relative to a round sphere of the same dimension and diameter they are 8, 3, 7 and 39 times as large, for four-dimensional real projective space, the complex projective plane, the quaternionic plane and the Cayley plane. It then needs a matching upper bound. For complex projective spaces it comes from Yang’s 1991 work; for the two remaining planes, quaternionic and Cayley, from earlier diffeomorphism results and a volume theorem of Reznikov; and for all quaternionic projective spaces, the plane included, from a new 20-page topological argument whose final bound is a Catalan number. The two bounds together force isometry.

3:22Where it stands

The paper is unrefereed and unchanged since release, and has no Lean. It relies on deep earlier theorems, including Szabó’s on harmonic manifolds, Yang’s volume theorem, and Reznikov’s theorem, which it cites only through a later paper. In September 2026, Song posted a proof under an extra hypothesis, which the paper cites. We found no specialist comment and no reported error. If it holds, a closed manifold in which every geodesic stays shortest all the way to the farthest point must be, up to scale, one of the five classical families of symmetric shapes.

Spot a mistake?

This episode simplifies on purpose, but it shouldn’t be wrong. If something is, open an issue on GitHub or leave a comment on YouTube. Corrections are noted here with a date.