Result 032, Algebraic and complex geometry

Hodge and Kuga–Satake results for all projective K3 surfaces

Proves the rational Hodge conjecture for every complex CM abelian variety, in every dimension and codimension. Through Milne's theorems, this also gives the Tate conjecture for all abelian varieties over finite fields and the Hodge standard conjecture for abelian varieties in every characteristic. Companion results prove rational Hodge for arbitrary products of projective complex K3 surfaces and algebraicity of the Kuga–Satake correspondence for every such surface.

Proof

The bigger picture

Why it matters

The manuscripts claim that certain abstract geometric classes on K3 surfaces and related spaces always come from algebraic subvarieties. This would connect information detected by cohomology to geometric objects defined by polynomial equations.

What changes?

A rational Hodge class is a cohomology class with rational coefficients satisfying a compatibility condition with complex geometry. The manuscripts report that every such class on every finite product of projective complex K3 surfaces is a rational combination of algebraic cycle classes. K3 surfaces have complex dimension two; factors may differ or repeat, without restrictions on Picard numbers, periods or endomorphism fields. They also claim this in every dimension and codimension for CM abelian varieties, algebraic complex tori with special multiplication symmetries.

What does that help mathematicians do?

For every smooth projective complex K3 surface, another manuscript reports that the Kuga-Satake embedding, which places its transcendental cohomology inside an associated abelian variety's cohomology, comes from a rational algebraic cycle. The claim preserves the fixed normalization and full even-Clifford target, and covers isogenous models with the transported embedding. This would turn a cohomological relationship into an algebraic correspondence, letting researchers relate the surface's geometry to that of an abelian variety through an actual cycle.

Are there practical applications?

The immediate value is foundational, including a claimed connection to arithmetic geometry. Through Milne's theorems, the CM result is reported to imply the Tate conjecture for all abelian varieties over finite fields and the Hodge standard conjecture for abelian varieties in every characteristic. These consequences would constrain which cohomological classes arise from algebraic cycles and establish positivity properties of their intersections.

This section was generated by GPT-6 Astra Medium. This explanation is based on the result summary and manuscript abstracts below. This context is separate from OpenAI's source text.

8 manuscripts

The rational Hodge conjecture for products of K3 surfaces

October 4, 2026 65 pages

We prove the rational Hodge conjecture for every finite product of projective complex K3 surfaces: every rational Hodge class is algebraic. The factors may be distinct or repeated, with no restrictions on their Picard numbers, periods, or endomorphism fields.

Cite (BibTeX)
@misc{OAI:The-rational-Hodge-conjecture-for-products-of-K3-surfaces-October-4-2026,
  author = {{OpenAI}},
  title = {{The rational Hodge conjecture for products of K3 surfaces}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/The-rational-Hodge-conjecture-for-products-of-K3-surfaces-October-4-2026/hodge-conjecture-products-k3.pdf}{OAI:The-rational-Hodge-conjecture-for-products-of-K3-surfaces-October-4-2026}},
  year = {2026}
}

Algebraicity of Kuga–Satake Correspondences for K3 Surfaces

October 3, 2026 69 pages

We prove that the Kuga–Satake correspondence is algebraic for every smooth projective complex K3 surface. More precisely, the prescribed embedding of its transcendental cohomology into the cohomology of its Kuga–Satake abelian variety is induced by a rational algebraic cycle, with the fixed normalization and full even-Clifford target. The result also holds for isogenous Kuga–Satake models with the transported embedding.

Cite (BibTeX)
@misc{OAI:Algebraicity-of-Kuga-Satake-Correspondences-for-K3-Surfaces-October-3-2026,
  author = {{OpenAI}},
  title = {{Algebraicity of Kuga--Satake Correspondences for K3 Surfaces}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/Algebraicity-of-Kuga-Satake-Correspondences-for-K3-Surfaces-October-3-2026/manuscript.pdf}{OAI:Algebraicity-of-Kuga-Satake-Correspondences-for-K3-Surfaces-October-3-2026}},
  year = {2026}
}

The rational Hodge conjecture for CM abelian varieties

September 30, 2026 53 pages

We prove the rational Hodge conjecture for complex abelian varieties with complex multiplication: every rational Hodge class on such a variety is a rational linear combination of algebraic cycle classes. As consequences, we obtain the generalized Hodge conjecture for CM abelian varieties, the Tate conjecture for abelian varieties over finite fields, and the Hodge standard conjecture for abelian varieties in arbitrary characteristic.

Cite (BibTeX)
@misc{OAI:The-rational-Hodge-conjecture-for-CM-abelian-varieties-September-30-2026,
  author = {{OpenAI}},
  title = {{The rational Hodge conjecture for CM abelian varieties}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/The-rational-Hodge-conjecture-for-CM-abelian-varieties-September-30-2026/paper.pdf}{OAI:The-rational-Hodge-conjecture-for-CM-abelian-varieties-September-30-2026}},
  year = {2026}
}

Algebraic Kuga–Satake correspondences and Hodge conjectures on a K3 quadratic locus

September 30, 2026 63 pages

We prove the rational Hodge and generalized Hodge conjectures in every cohomological degree of every self-power of a projective complex K3 surface whose transcendental quadratic space, with its cup-product form, admits a rational isometric embedding in UQ⊕2⊥⟨−1⟩4\mathbb U_{\mathbb Q}^{\oplus2}\perp\langle-1\rangle^4. This includes every ample P-polarized K3 surface, including all Picard jumps, for P=U⊕D8(−1)⊕D4(−1)P=\mathbb U\oplus D_8(-1)\oplus D_4(-1). On this locus we construct algebraic correspondences inducing every prescribed standard even-Clifford Kuga–Satake tensor. More generally, for any projective complex K3 surface, algebraicity of one exact standard even-Clifford Kuga–Satake tensor implies both conjectures for every self-power.

Cite (BibTeX)
@misc{OAI:Algebraic-Kuga-Satake-correspondences-and-Hodge-conjectures-on-a-K3-quadratic-locus-September-30-2026,
  author = {{OpenAI}},
  title = {{Algebraic Kuga--Satake correspondences and Hodge conjectures on a K3 quadratic locus}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/Algebraic-Kuga-Satake-correspondences-and-Hodge-conjectures-on-a-K3-quadratic-locus-September-30-2026/paper.pdf}{OAI:Algebraic-Kuga-Satake-correspondences-and-Hodge-conjectures-on-a-K3-quadratic-locus-September-30-2026}},
  year = {2026}
}

Weil classes and Hodge classes on abelian powers

September 30, 2026 94 pages

We prove the rational Hodge conjecture in every codimension on every self-power of a complex abelian sixfold with an imaginary-quadratic action and a compatible polarization whose rational homological Hermitian form is hyperbolic of signature (3,3)(3,3). We also prove it in every codimension on every self-power of a complex abelian variety of dimension at most five admitting an imaginary-quadratic action. Both results include nonsimple varieties and special periods with additional endomorphisms. The proof uses the companion theorem on the rational Hodge conjecture for CM abelian varieties.

Cite (BibTeX)
@misc{OAI:Weil-classes-and-Hodge-classes-on-abelian-powers-September-30-2026,
  author = {{OpenAI}},
  title = {{Weil classes and Hodge classes on abelian powers}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/Weil-classes-and-Hodge-classes-on-abelian-powers-September-30-2026/paper.pdf}{OAI:Weil-classes-and-Hodge-classes-on-abelian-powers-September-30-2026}},
  year = {2026}
}

Abelian covers, Gale correspondences, and the Hodge conjecture for powers

September 30, 2026 47 pages

We prove the rational Hodge conjecture on every self-power of the Jacobian at each tensor Hodge-generic point of the full marked variation of a connected abelian cover of curves. This holds in every base genus and for every compatible branching pattern. For any CM abelian variety, the conclusion also holds for every self-power of its product with the Jacobian, on the same Hodge-generic locus. We also prove the conjecture on every self-power of a very general member of the full smooth labelled family of diagonal complete intersections cut out by at most two equations of a common degree, in every dimension and every degree at least two.

Cite (BibTeX)
@misc{OAI:Abelian-covers-Gale-correspondences-and-the-Hodge-conjecture-for-powers-September-30-2026,
  author = {{OpenAI}},
  title = {{Abelian covers, Gale correspondences, and the Hodge conjecture for powers}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/Abelian-covers-Gale-correspondences-and-the-Hodge-conjecture-for-powers-September-30-2026/paper.pdf}{OAI:Abelian-covers-Gale-correspondences-and-the-Hodge-conjecture-for-powers-September-30-2026}},
  year = {2026}
}

Algebraicity of Weil classes on split abelian eightfolds

September 18, 2026 81 pages

We prove that every rational Weil class on a split abelian eightfold of Weil type is algebraic. The result holds for every imaginary quadratic field, every compatible polarization type, and every member of the split family, including those with additional endomorphisms. Thus the full two-dimensional rational Weil space in codimension four is generated by algebraic cycle classes.

Cite (BibTeX)
@misc{OAI:Algebraicity-of-Weil-classes-on-split-abelian-eightfolds-September-18-2026,
  author = {{OpenAI}},
  title = {{Algebraicity of Weil classes on split abelian eightfolds}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/Algebraicity-of-Weil-classes-on-split-abelian-eightfolds-September-18-2026/paper.pdf}{OAI:Algebraicity-of-Weil-classes-on-split-abelian-eightfolds-September-18-2026}},
  year = {2026}
}

A Conditional Reduction for Algebraic Kuga–Satake Correspondences

September 10, 2026 25 pages

For a polarized K3 surface whose primitive cohomology has full orthogonal Hodge group, one algebraic correspondence inducing a nonzero map from that cohomology to the second cohomology of an abelian variety suffices to recover the prescribed full Kuga–Satake correspondence. We give an equivalent condition using holomorphic one-forms on a generically finite surface cover. If this input holds very generally in a polarized component, the prescribed correspondence is algebraic throughout that component, for every choice of standard data on the transcendental part. The existence of the initial correspondence remains a hypothesis.

Cite (BibTeX)
@misc{OAI:A-Conditional-Reduction-for-Algebraic-Kuga-Satake-Correspondences-September-10-2026,
  author = {{OpenAI}},
  title = {{A Conditional Reduction for Algebraic Kuga--Satake Correspondences}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/A-Conditional-Reduction-for-Algebraic-Kuga-Satake-Correspondences-September-10-2026/paper.pdf}{OAI:A-Conditional-Reduction-for-Algebraic-Kuga-Satake-Correspondences-September-10-2026}},
  year = {2026}
}

Posts about this result

Ok update, yes *this* updates my timelines! github.com/openai/math/blob/main/overview.pdf Rational Hodge over CM abelian varieties is true (032) and BSD for a density-one set (002 & 006). Also Hilbert's tenth problem over Q is false (004), just as everyone expected, but we didn't have a proof for!

Quoting @aran_nayebi: If either Hodge or BSD are proven to be *true* by AI (thereby likely using deep mathematical techniques), then this would update my timelines. This may also mean the Riemann Hypothesis is not far off. But if it's a be...

Oct 6, 2026, 6:40 PM ET

Incidentally, this is another instance of my "difficulty convergence" thesis. OpenAI and Anthropic both achieved the same partial case of the Hodge conjecture. That was the amount of Hodge unlocked by this current generation of models.

Quoting @ElliotGlazer: Hash=SHA2-256(Ant:CMAV.OAI:WeilOrAV.) ie, Ant had Hodge for CM abelian varieties, OAI all Weil classes or even all abelian varieties. I assumed OAI had gotten further than Ant because of how much they were hyping up t...

Oct 6, 2026, 7:39 PM ET

Data from github.com/openai/math at commit adc7f12, committed October 6, 2026 at 21:58 UTC, last checked for changes about 8 hours ago. Titles, subjects, summaries, abstracts and Lean notes are OpenAI's; page counts are read from the PDFs. The map, related results, search, kinds of results and the named-problem index are Emergent Mind's, built with text embeddings and an LLM, and may contain errors.

An Emergent Mind Labs project. Emergent Mind is not affiliated with OpenAI. None of these results has been peer reviewed. Cite the manuscripts themselves, using the BibTeX on each result's page.