Compilation··3:29·Differential geometry

Yau's Uniformization Conjecture, Blaschke Conjecture and 8 More

Compilation · 3:29 · 15 October 2026Watch on YouTube →

Watch on YouTubeAbout the problem →

About this video

10 results from OpenAI's public mathematics catalogue, one per chapter. Each chapter names the problem, shows the real objects, and states what OpenAI claims; none of it is peer reviewed yet.

Chapters:
0:00 Gromov's Scalar Curvature Bound for Simplicial Volume
0:21 The Cartan–Hadamard Conjecture
0:41 Yau's Uniformization Conjecture
1:02 Katok's Entropy Rigidity Conjecture
1:22 Nearby Lagrangian Conjecture
1:44 Donaldson's Hypersymplectic Conjecture
2:05 Donaldson's Tamed-to-Compatible Conjecture
2:27 Blaschke Conjecture
2:48 Singular Sets of Varifolds
3:09 Strong Arnold Conjecture

Gromov's Scalar Curvature Bound for Simplicial Volume: Can you reshape a space so that its negative curvature disappears? On a surface, no: Gauss–Bonnet fixes the total curvature by the number of holes, so a double donut always carries at least 4π of saddle curvature…
Explained: gradientdamage.com/p/335
Paper: github.com/openai/math/blob/main/preprints/An-integral-scalar…

The Cartan–Hadamard Conjecture: The Cartan–Hadamard conjecture says that in a complete, simply connected space whose curvature is nowhere positive, no region can enclose a given volume with less boundary than a flat Euclidean ball of the same volume.
Explained: gradientdamage.com/p/337
Paper: github.com/openai/math/blob/main/preprints/Generalized-Cartan…

Yau's Uniformization Conjecture: Yau conjectured that every complete, connected, noncompact Kähler manifold with strictly positive holomorphic bisectional curvature is, as a complex manifold, just flat complex space C^n.
Explained: gradientdamage.com/p/338
Paper: github.com/openai/math/blob/main/preprints/Uniformization-of-…

Katok's Entropy Rigidity Conjecture: On a negatively curved space, geodesics shot from one point fly apart exponentially fast; the geodesic flow is chaotic.
Explained: gradientdamage.com/p/339
Paper: github.com/openai/math/blob/main/preprints/Entropy-equality-a…

Nearby Lagrangian Conjecture: Arnold's nearby Lagrangian conjecture says that every closed exact Lagrangian in a cotangent bundle can be moved back to the zero section by a Hamiltonian isotopy.
Explained: gradientdamage.com/p/340
Paper: github.com/openai/math/blob/main/preprints/A-counterexample-t…

Donaldson's Hypersymplectic Conjecture: A hypersymplectic structure on a four-manifold is a triple of closed two-forms whose wedge products form a positive definite 3 by 3 matrix at every point; it is hyperkähler when that matrix is the identity everywhere.
Explained: gradientdamage.com/p/341
Paper: github.com/openai/math/blob/main/preprints/Deforming-hypersym…

Donaldson's Tamed-to-Compatible Conjecture: An almost complex structure J turns every tangent arrow a quarter turn.
Explained: gradientdamage.com/p/342
Paper: github.com/openai/math/blob/main/preprints/Taming-implies-com…

Blaschke Conjecture: On a round sphere, every straightest path (geodesic) leaving the north pole meets all the others again at the south pole, exactly as far away as two points on the sphere can be.
Explained: gradientdamage.com/p/344
Paper: github.com/openai/math/blob/main/preprints/The-metric-Blaschk…

Singular Sets of Varifolds: Stationary integral varifolds are the most general soap films and minimal surfaces: they can branch, meet and pile up.
Explained: gradientdamage.com/p/346
Paper: github.com/openai/math/blob/main/preprints/A-Codimension-One-…

Strong Arnold Conjecture: Let a flow that conserves energy run for one second.
Explained: gradientdamage.com/p/347
Paper: github.com/openai/math/blob/main/preprints/Hamiltonian-Fixed-…

The animations illustrate the results; they are not proofs.

Gradient Damage: mathematics you can see, equations you can hear.
youtube.com/@gradientdamage

Chapters

One problem per chapter. Each name links to the result's own page, each time to that moment on YouTube.

  1. Gromov's Scalar Curvature Bound for Simplicial Volume Differential geometry
  2. The Cartan–Hadamard Conjecture Differential geometry
  3. Yau's Uniformization Conjecture Differential geometry
  4. Katok's Entropy Rigidity Conjecture Differential geometry
  5. Nearby Lagrangian Conjecture Differential geometry
  6. Donaldson's Hypersymplectic Conjecture Differential geometry
  7. Donaldson's Tamed-to-Compatible Conjecture Differential geometry
  8. Blaschke Conjecture Differential geometry
  9. Singular Sets of Varifolds Differential geometry
  10. Strong Arnold Conjecture Differential geometry

Chapter 1: about the problem

Differential geometry·OpenAI Math·Result 335

Gromov’s integral scalar-curvature bound for simplicial volume

Proves ∫M(Scalg-)n/2 dVg ≥ an‖ M‖ for every closed connected oriented smooth n-manifold, n ≥ 3, and every smooth metric, with an > 0 depending only on dimension. Here Scalg-=max {0,-Scalg} and ‖ M‖ is real simplicial volume. Also proves rational inessentiality under positive scalar curvature, resolving the Gromov–Lawson conjecture; every nonnegative-scalar-curvature metric on a closed aspherical manifold is flat.

OpenAI, in its public catalogue of maths results · preprint, not peer reviewed

The papers and the claim →

Chapter 2: about the problem

Differential geometry·OpenAI Math·Result 337·from 0:21

Sharp Cartan–Hadamard isoperimetry and rigidity

Proves generalized Cartan–Hadamard isoperimetry in every dimension: in a complete simply connected manifold with sectional curvature at most κ ≤ 0, every finite-volume finite-perimeter set satisfies the sharp comparison with the equal-volume model ball. Bounded positive-volume equality regions for κ = 0 are Euclidean balls. Also proves sharp Euclidean filling bounds for compactly supported integral n-cycles, n ≥ 2, in arbitrary proper CAT(0) spaces. (Lean)

OpenAI, in its public catalogue of maths results · preprint, not peer reviewed

The papers and the claim →

Chapter 3: about the problem

Differential geometry·OpenAI Math·Result 338·from 0:41

Yau's uniformization conjecture

Proves Yau's uniformization conjecture: every complete connected noncompact Kähler manifold with strictly positive holomorphic bisectional curvature is biholomorphic to ℂn.

OpenAI, in its public catalogue of maths results · preprint, not peer reviewed

The papers and the claim →

Chapter 4: about the problem

Differential geometry·OpenAI Math·Result 339·from 1:02

Katok's entropy rigidity conjecture

Proves Katok's entropy rigidity conjecture for closed connected Riemannian manifolds of dimension at least three with strictly negative sectional curvature: normalized Liouville measure maximizes entropy for the geodesic flow if and only if the metric is locally symmetric.

OpenAI, in its public catalogue of maths results · preprint, not peer reviewed

The papers and the claim →

Chapter 5: about the problem

Differential geometry·OpenAI Math·Result 340·from 1:22

A counterexample to the nearby Lagrangian conjecture

Disproves the unrestricted nearby Lagrangian conjecture. For some sufficiently large even N, constructs a closed exact embedded Lagrangian in T*(S9× SN-1) that is diffeomorphic to the base but not Hamiltonian isotopic to its zero section.

OpenAI, in its public catalogue of maths results · preprint, not peer reviewed

The papers and the claim →

Chapter 6: about the problem

Differential geometry·OpenAI Math·Result 341·from 1:44

Donaldson's hypersymplectic deformation conjecture

Proves Donaldson's hypersymplectic deformation conjecture in a cohomology-preserving form. Every positive triple of smooth closed two-forms on a closed connected oriented four-manifold, normalized by ∫ωi∧ωj=δij, deforms through positive closed triples to a hyperkähler triple while preserving all three cohomology classes. Any positive triple can first be normalized by a constant linear change.

OpenAI, in its public catalogue of maths results · preprint, not peer reviewed

The papers and the claim →

Chapter 7: about the problem

Differential geometry·OpenAI Math·Result 342·from 2:05

Donaldson's tamed-to-compatible conjecture

Proves Donaldson's tamed-to-compatible conjecture: every smooth almost complex structure on a closed four-manifold that is tamed by a symplectic form admits a compatible symplectic form. The almost complex structure stays fixed; the form's cohomology class may change. (Lean)

OpenAI, in its public catalogue of maths results · preprint, not peer reviewed

The papers and the claim →

Chapter 8: about the problem

Differential geometry·OpenAI Math·Result 344·from 2:27

The metric Blaschke conjecture

Proves the metric Blaschke conjecture: every closed connected Riemannian manifold of positive dimension whose injectivity radius equals its diameter is, up to scaling, a standard compact rank-one symmetric space.

OpenAI, in its public catalogue of maths results · preprint, not peer reviewed

The papers and the claim →

Chapter 9: about the problem

Differential geometry·OpenAI Math·Result 346·from 2:48

Sharp singular-set bounds for stationary integral varifolds

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.

OpenAI, in its public catalogue of maths results · preprint, not peer reviewed

The papers and the claim →

Chapter 10: about the problem

Differential geometry·OpenAI Math·Result 347·from 3:09

Counterexamples to stable-Morse and strong Arnold fixed-point bounds

Disproves stable-Morse lower bounds for nondegenerate Hamiltonian fixed points: on simply connected closed Kähler manifolds of real dimension 22, the deficit below the stable Morse number is unbounded. A separate Hamiltonian diffeomorphism of the complex quadric threefold has exactly three fixed points, fewer than the four critical points required of every smooth function. (Lean)

OpenAI, in its public catalogue of maths results · preprint, not peer reviewed

The papers and the claim →

Topics

scalar curvatureCartan-Hadamard conjectureYau uniformization conjectureKatok entropy rigidity conjecturenearby Lagrangian conjectureDonaldson conjectureDonaldson tamed to compatible conjectureBlaschke conjecturestationary varifoldsArnold conjectureDifferential geometryOpenAI mathAI proofAI mathematicsmathsGradient Damage