Compilation··3:11·Algebraic and complex geometry

Shafarevich Conjecture, Zariski's Cancellation Problem and 7 More

Compilation · 3:11 · 15 October 2026Watch on YouTube →

Watch on YouTubeAbout the problem →

About this video

9 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 Campana–Peternell Conjecture in Dimension 6
0:21 Iitaka's Subadditivity Conjecture
0:42 Log Abundance for Kähler Spaces
1:04 Numerical Semiampleness and Minimal Models
1:25 Every K3 Surface Is Oka
1:47 Shafarevich Conjecture
2:08 Zariski's Cancellation Problem
2:28 Beauville's Splitting Conjecture
2:49 Pixton's Completeness Conjecture

Campana–Peternell Conjecture in Dimension 6: The Campana–Peternell conjecture says a Fano manifold whose tangent bundle is nef must be a rational homogeneous space G/P.
Explained: gradientdamage.com/p/067
Paper: github.com/openai/math/blob/main/preprints/The-Campana-Petern…

Iitaka's Subadditivity Conjecture: Stack a curve over every point of another curve and you get a family.
Explained: gradientdamage.com/p/033
Paper: github.com/openai/math/blob/main/preprints/Orbifold-and-logar…

Log Abundance for Kähler Spaces: The abundance conjecture is one of the central open problems of birational geometry.
Explained: gradientdamage.com/p/034
Paper: github.com/openai/math/blob/main/preprints/Log-abundance-for-…

Numerical Semiampleness and Minimal Models: The minimal model program tries to simplify every algebraic variety into a best form, and abundance asks when a nef class is semiample, meaning some multiple of it draws a map that collapses exactly the curves it does…
Explained: gradientdamage.com/p/036
Paper: github.com/openai/math/blob/main/preprints/Numerical-Semiampl…

Every K3 Surface Is Oka: A complex manifold is Oka when holomorphic maps into it are as flexible as possible: every holomorphic map from a neighbourhood of a compact convex set in complex m-space can be approximated by entire maps.
Explained: gradientdamage.com/p/042
Paper: github.com/openai/math/blob/main/preprints/Every-complex-K3-s…

Shafarevich Conjecture: Shafarevich conjectured that the universal cover of every smooth projective complex variety is holomorphically convex: the hull of any compact set under all holomorphic functions stays compact.
Explained: gradientdamage.com/p/046
Paper: github.com/openai/math/blob/main/preprints/A-surface-countere…

Zariski's Cancellation Problem: If two spaces become the same after you multiply each by a line, were they the same to begin with? Not always: the animation shows the real points of the Danielewski surfaces x y = z² − 1 and x² y = z² − 1, which are…
Explained: gradientdamage.com/p/047
Paper: github.com/openai/math/blob/main/preprints/An-explicit-failur…

Beauville's Splitting Conjecture: At every point of a shape you can look at the directions you could move in: its tangent space.
Explained: gradientdamage.com/p/052
Paper: github.com/openai/math/blob/main/preprints/Universal-cover-sp…

Pixton's Completeness Conjecture: Tautological classes on moduli spaces of curves with marked points are built from graphs: each stable graph records how a curve can break into pieces.
Explained: gradientdamage.com/p/053
Paper: github.com/openai/math/blob/main/preprints/A-high-arity-count…

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. Campana–Peternell Conjecture in Dimension 6 Algebraic and complex geometry
  2. Iitaka's Subadditivity Conjecture Algebraic and complex geometry
  3. Log Abundance for Kähler Spaces Algebraic and complex geometry
  4. Numerical Semiampleness and Minimal Models Algebraic and complex geometry
  5. Every K3 Surface Is Oka Algebraic and complex geometry
  6. Shafarevich Conjecture Algebraic and complex geometry
  7. Zariski's Cancellation Problem Algebraic and complex geometry
  8. Beauville's Splitting Conjecture Algebraic and complex geometry
  9. Pixton's Completeness Conjecture Algebraic and complex geometry

Chapter 1: about the problem

Algebraic and complex geometry·OpenAI Math·Result 067

The Campana–Peternell conjecture in dimension six

Proves the Campana–Peternell conjecture in complex dimension six: every smooth connected complex projective Fano sixfold with nef tangent bundle is rational homogeneous.

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

The papers and the claim →

Chapter 2: about the problem

Algebraic and complex geometry·OpenAI Math·Result 033·from 0:21

Iitaka subadditivity, variation, and logarithmic additivity

Proves Campana's orbifold Iitaka subadditivity conjecture for smooth Fujiki-class-𝒞 manifolds with rational simple-normal-crossing boundaries. For projective fibrations f:U → V of smooth complex quasi-projective varieties with connected fibers, general fiber F, and κ̄(V) ≥ 0, proves Popa's inequality κ̄(U) ≥ κ(F)+max {κ̄(V),Var (f)}, where variation measures the whole geometric generic fiber. (Lean)

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

The papers and the claim →

Chapter 3: about the problem

Algebraic and complex geometry·OpenAI Math·Result 034·from 0:42

Log abundance for compact Kähler spaces under logarithmic Iitaka subadditivity

Using logarithmic Iitaka subadditivity, proves log abundance in every dimension for normal compact Kähler log canonical pairs with effective rational boundary: an analytically nef ℚ-Cartier adjoint is semiample. It also proves projective log abundance over every algebraically closed field of characteristic zero and the effective Iitaka fibration conjecture for smooth projective varieties of nonnegative Kodaira dimension in that setting. A further result resolves the finite-rational-coefficient index conjecture for connected projective semi-log-canonical log Calabi–Yau pairs over such fields in each fixed dimension and for each fixed finite set of rational boundary coefficients, with a uniform index independent of the number of components.

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

The papers and the claim →

Chapter 4: about the problem

Algebraic and complex geometry·OpenAI Math·Result 036·from 1:04

Numerical semiampleness and generalized minimal models

Proves numerical semiampleness for nef adjoints KX+B+M with KX+B pseudo-effective and M nef rational, for projective klt rational pairs over algebraically closed characteristic-zero fields and smooth compact Kähler rational klt simple-normal-crossing pairs, using Bott–Chern cohomology in the latter case. Separately, projective generalized log canonical rational pairs over such fields admit minimal models for pseudo-effective adjoints and Mori fiber spaces otherwise, with nef b-data fixed.

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

The papers and the claim →

Chapter 5: about the problem

Algebraic and complex geometry·OpenAI Math·Result 042·from 1:25

Oka classification for minimal compact complex surfaces: Kodaira dimension zero and class VII

Proves that every complex K3 surface is Oka, including nonprojective surfaces. More generally, every connected minimal compact complex surface of Kodaira dimension zero is Oka; a connected minimal compact complex surface of class VII is Oka exactly when it is a Hopf or Enoki surface.

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

The papers and the claim →

Chapter 6: about the problem

Algebraic and complex geometry·OpenAI Math·Result 046·from 1:47

Shafarevich counterexamples in dimension two and with large fundamental group

Constructs a smooth projective complex fourfold with large fundamental group whose universal cover contains no positive-dimensional compact analytic subvariety but is neither Stein nor holomorphically convex. A separate smooth projective complex surface already disproves unrestricted Shafarevich holomorphic convexity in dimension two.

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

The papers and the claim →

Chapter 7: about the problem

Algebraic and complex geometry·OpenAI Math·Result 047·from 2:08

Zariski cancellation and affine fibrations over the complex numbers

Constructs an integral complex affine fourfold X≇𝔸4 with X×𝔸1 ≅ 𝔸5, disproving affine-space cancellation over ℂ in dimension four. It also disproves the Dolgachev–Weisfeiler affine-fibration conjecture: smooth surjections X → 𝔸1 and 𝔸5 → 𝔸2 have every residue-field fiber isomorphic to affine three-space but are not Zariski-locally trivial. (Lean)

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

The papers and the claim →

Chapter 8: about the problem

Algebraic and complex geometry·OpenAI Math·Result 052·from 2:28

Tangent splittings and product decompositions

A splitting of the tangent bundle of a compact Kähler manifold into two integrable holomorphic subbundles induces a compatible product decomposition of its universal cover, proving the two-summand form of Beauville's splitting conjecture. On smooth rationally connected projective manifolds, both summands are automatically integrable, establishing Höring's conjecture and the corresponding product decomposition. (Lean)

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

The papers and the claim →

Chapter 9: about the problem

Algebraic and complex geometry·OpenAI Math·Result 053·from 2:49

A counterexample to Pixton completeness in Chow

Constructs a tautological relation on a moduli space of stable pointed curves that vanishes in rational Chow, hence in rational cohomology, but lies outside Pixton's original relation span. This disproves the Chow and rational-cohomological forms of his original completeness conjecture.

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

The papers and the claim →

Topics

Campana-Peternell conjectureIitaka conjectureabundance conjecturenumerical semiamplenessOka manifoldShafarevich conjectureZariski cancellation problemBeauville splitting conjecturePixton's conjectureAlgebraic and complex geometryOpenAI mathAI proofAI mathematicsmathsGradient Damage