Compilation··3:29·Topology

Kervaire Invariant Problem at Prime 3, The Grothendieck Homotopy Hypothesis 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 4D Disk Embedding Conjecture
0:21 Purely Cosmetic Surgery Conjecture
0:42 Smith–Toda Complexes
1:04 Kervaire Invariant Problem at Prime 3
1:24 Quillen's Conjecture
1:45 Hovey–Strickland Conjecture
2:06 The Grothendieck Homotopy Hypothesis
2:26 K(n)-Local Sphere
2:48 Chromatic Fixed-Point Loss
3:09 The Singer Conjecture in Dimension Four

4D Disk Embedding Conjecture: Four-dimensional topology runs on one tool: given loops on the boundary of a 4-manifold whose disks cross only in pairs that cancel algebraically, Freedman's disk embedding theorem replaces them with disjoint disks…
Explained: gradientdamage.com/p/305
Paper: github.com/openai/math/blob/main/preprints/A-boundary-only-ob…

Purely Cosmetic Surgery Conjecture: Cut a knot out of space, leaving a hole shaped like the knot, then glue a solid tube back in with a twist.
Explained: gradientdamage.com/p/306
Paper: github.com/openai/math/blob/main/preprints/Purely-Cosmetic-Su…

Smith–Toda Complexes: Start with a sphere, glue on a cell along multiplication by p, then along the self-maps v1, v2, v3.
Explained: gradientdamage.com/p/308
Paper: github.com/openai/math/blob/main/preprints/Finite-Smith-Toda-…

Kervaire Invariant Problem at Prime 3: Maps between spheres of different dimensions are sorted by how many dimensions they jump, the stem.
Explained: gradientdamage.com/p/309
Paper: github.com/openai/math/blob/main/preprints/The-Kervaire-Invar…

Quillen's Conjecture: Take a finite group G and a prime p, and collect its nontrivial elementary abelian p-subgroups, ordered by inclusion.
Explained: gradientdamage.com/p/310
Paper: github.com/openai/math/blob/main/preprints/Rational-homology-…

Hovey–Strickland Conjecture: In chromatic homotopy theory, the Lubin–Tate space parametrises deformations of a formal group of height n, and the Morava stabilizer group acts on it by symmetries.
Explained: gradientdamage.com/p/311
Paper: github.com/openai/math/blob/main/preprints/Stabilizer-Orbits-…

The Grothendieck Homotopy Hypothesis: A space has points, paths between points, paths between paths, and so on forever.
Explained: gradientdamage.com/p/312
Paper: github.com/openai/math/blob/main/preprints/The-Grothendieck-h…

K(n)-Local Sphere: In chromatic homotopy theory the stable homotopy groups of spheres are split into heights n, and the K(n)-local sphere carries the height-n part.
Explained: gradientdamage.com/p/313
Paper: github.com/openai/math/blob/main/preprints/Finite-generation-…

Chromatic Fixed-Point Loss: In equivariant stable homotopy theory, taking geometric fixed points for a larger group can lower chromatic height.
Explained: gradientdamage.com/p/314
Paper: github.com/openai/math/blob/main/preprints/Cyclic-Length-and-…

The Singer Conjecture in Dimension Four: Singer's conjecture says that for a closed aspherical manifold, the L² Betti numbers of its universal cover, "holes per copy" as you unwrap the space forever, vanish in every dimension except the middle one.
Explained: gradientdamage.com/p/315
Paper: github.com/openai/math/blob/main/preprints/The-Singer-conject…

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. 4D Disk Embedding Conjecture Topology
  2. Purely Cosmetic Surgery Conjecture Topology
  3. Smith–Toda Complexes Topology
  4. Kervaire Invariant Problem at Prime 3 Topology
  5. Quillen's Conjecture Topology
  6. Hovey–Strickland Conjecture Topology
  7. The Grothendieck Homotopy Hypothesis Topology
  8. K(n)-Local Sphere Topology
  9. Chromatic Fixed-Point Loss Topology
  10. The Singer Conjecture in Dimension Four Topology

Chapter 1: about the problem

Topology·OpenAI Math·Result 305

Four-dimensional disk embedding and Wall's conjecture

The unrestricted four-dimensional disk-embedding conjecture fails: framed algebraic dual spheres do not suffice to obtain disjoint locally flat spanning disks. In particular, the free group F2 is not good in the sense of Freedman–Quinn. Also constructs a finitely presented integral Poincaré duality group of dimension four with a finite classifying space but no realization as the fundamental group of a closed aspherical topological four-manifold, disproving Wall's conjecture.

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

The papers and the claim →

Chapter 2: about the problem

Topology·OpenAI Math·Result 306·from 0:21

The purely cosmetic surgery conjecture

Distinct Dehn surgery slopes on a nontrivial smooth knot in S3 never produce orientation-preservingly homeomorphic manifolds, proving the purely cosmetic surgery conjecture. The statement includes the meridional slope.

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

The papers and the claim →

Chapter 3: about the problem

Topology·OpenAI Math·Result 308·from 0:42

Finite Smith–Toda complexes at every height

For every n ≥ 0, constructs a finite Smith–Toda spectrum at a prime p depending on n, with Brown–Peterson homology BP*/(p,v1,…,vn) and the canonical comodule structure. Thus Smith–Toda complexes exist at every height when the prime may vary; an explicit example realizes V(4) at p = 1009.

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

The papers and the claim →

Chapter 4: about the problem

Topology·OpenAI Math·Result 309·from 1:04

The Kervaire invariant problem at the prime three

Resolves the odd-primary Kervaire invariant problem at the prime three: exactly the standard classes with indices 0, 2, and 3 survive in the mod-three Adams spectral sequence, in stems 10, 106, and 322. Each surviving detection coset contains an element of exact additive order three.

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

The papers and the claim →

Chapter 5: about the problem

Topology·OpenAI Math·Result 310·from 1:24

Quillen's conjecture in rational homology

Proves the rational-homology form of Quillen's conjecture for every finite group and every prime. If the largest normal p-subgroup of G is trivial, the poset of nontrivial elementary abelian p-subgroups has nonzero augmented reduced rational homology and is therefore not contractible.

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

The papers and the claim →

Chapter 6: about the problem

Topology·OpenAI Math·Result 311·from 1:45

The Hovey–Strickland and Chai conjectures

Proves Chai's invariant-ideal conjecture for Lubin–Tate deformation rings over finite residue fields, at every prime and positive height n. Through the implication of Barthel–Heard–Naumann, this proves the Hovey–Strickland conjecture: dualizable K(n)-local spectra have exactly n+2 thick tensor ideals, and their Balmer spectrum is a chain of n+1 points.

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

The papers and the claim →

Chapter 7: about the problem

Topology·OpenAI Math·Result 312·from 2:06

The Grothendieck homotopy hypothesis

Proves the Grothendieck homotopy hypothesis for ∞-groupoids associated with every Grothendieck coherator in the Ara–Henry convention: these algebraic objects recover the homotopy theory of spaces. (Lean)

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

The papers and the claim →

Chapter 8: about the problem

Topology·OpenAI Math·Result 313·from 2:26

Finite generation for the K(n)-local sphere

Answers the degreewise finiteness question of Hovey and Hovey–Strickland: every homotopy group of the K(n)-local sphere is a finitely generated ℤp-module, for every prime, positive height and integer degree. The same conclusion holds after K(n)-localizing any finite p-local spectrum.

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

The papers and the claim →

Chapter 9: about the problem

Topology·OpenAI Math·Result 314·from 2:48

Cyclic length and chromatic fixed-point loss

Determines the optimal chromatic loss from geometric H-fixed points to geometric G-fixed points for every subgroup H of a finite p-group G. At every nonnegative height, the loss equals the shortest subnormal-chain length from H to G with cyclic quotients. Each quotient counts once regardless of order, and finite spectra witness sharpness.

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

The papers and the claim →

Chapter 10: about the problem

Topology·OpenAI Math·Result 315·from 3:09

The four-dimensional Singer conjecture

Proves that the L2-Betti numbers of the universal cover of every closed connected aspherical topological four-manifold vanish outside degree two. More generally, the same conclusion holds for every finite connected aspherical integral Poincaré complex of formal dimension four, proving the four-dimensional Singer conjecture in this wider class.

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

The papers and the claim →

Topics

disk embedding conjecturecosmetic surgery conjectureSmith-Toda complexKervaire invariantQuillen's conjectureHovey-Strickland conjecturehomotopy hypothesisK(n)-local spherecyclic lengthSinger conjectureTopologyOpenAI mathAI proofAI mathematicsmathsGradient Damage