Result 036, Algebraic and complex geometry

Numerical semiampleness and generalized minimal models

Proves numerical semiampleness for nef adjoints KX+B+MK_X+B+M with KX+BK_X+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.

Proof

The bigger picture

Why it matters

Nef divisors satisfy a weak positivity condition, but need not have enough sections to define a map. The manuscripts report when canonical divisors with added boundary and nef data have a numerically equivalent representative whose multiple defines a map everywhere.

What changes?

The numerical-semiampleness claim assumes that the canonical-plus-boundary divisor is pseudo-effective, a limit of effective classes, and its sum with a nef rational Cartier divisor is nef. This covers projective rational klt pairs, with controlled singularities, over algebraically closed characteristic-zero fields. It also covers smooth connected compact Kähler manifolds with effective rational simple-normal-crossing boundaries, coefficients below one, and nef rational holomorphic line bundles. There equality means equality of real Bott–Chern classes, allowing a flat change rather than proving semiampleness of the original adjoint.

What does that help mathematicians do?

Separately, the generalized-pair manuscript reports that every projective generalized log canonical rational pair over an algebraically closed characteristic-zero field has a minimal model if its adjoint is pseudo-effective, and a Mori fiber space otherwise, keeping its nef rational Cartier b-divisor fixed. Thus researchers could obtain either a birational model with nef adjoint or a fiber structure governed by negativity, without changing the prescribed nef data. Setting that data to zero recovers ordinary log canonical pairs.

Are there practical applications?

The immediate value is foundational: numerical positivity can be studied using a representative whose sections define a geometric map, connecting numerical information to geometric structure. The model-existence claim would also supply endpoints for classifying varieties through birational transformations. It is not, by itself, a computational procedure for finding those models.

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.

4 manuscripts

Numerical semiampleness of nef adjoint classes on compact Kähler manifolds

October 4, 2026 52 pages

Let X be a smooth connected compact Kähler manifold, let B be an effective rational simple normal crossing divisor with coefficients less than one, and let M be a nef rational holomorphic line bundle on X. If KX+BK_X+B is pseudo-effective and KX+B+MK_X+B+M is nef, we prove that its first Chern class in real Bott–Chern cohomology is represented by a semiample rational line bundle. This numerical statement allows a flat change of line bundle; it does not assert semiampleness of the original adjoint.

Cite (BibTeX)
@misc{OAI:Numerical-semiampleness-of-nef-adjoint-classes-on-compact-Kahler-manifolds-October-4-2026,
  author = {{OpenAI}},
  title = {{Numerical semiampleness of nef adjoint classes on compact K{\"a}hler manifolds}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/Numerical-semiampleness-of-nef-adjoint-classes-on-compact-Kahler-manifolds-October-4-2026/numerical-generalized-abundance.pdf}{OAI:Numerical-semiampleness-of-nef-adjoint-classes-on-compact-Kahler-manifolds-October-4-2026}},
  year = {2026}
}

Numerical Semiampleness of Nef Adjoint Divisors

October 3, 2026 37 pages

We prove the Generalised Abundance Conjecture: if (X,B)(X,B) is a projective klt ℚ-pair over an algebraically closed field of characteristic zero, KX+BK_X+B is pseudo-effective, M is a nef ℚ-Cartier divisor on X, and KX+B+MK_X+B+M is nef, then KX+B+MK_X+B+M is numerically equivalent to a semiample ℚ-Cartier divisor on X.

Cite (BibTeX)
@misc{OAI:Numerical-Semiampleness-of-Nef-Adjoint-Divisors-October-3-2026,
  author = {{OpenAI}},
  title = {{Numerical Semiampleness of Nef Adjoint Divisors}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/Numerical-Semiampleness-of-Nef-Adjoint-Divisors-October-3-2026/paper.pdf}{OAI:Numerical-Semiampleness-of-Nef-Adjoint-Divisors-October-3-2026}},
  year = {2026}
}

Minimal models and Mori fibre spaces for generalized log canonical Q-pairs

September 24, 2026 79 pages

We resolve the existence form of the minimal-model conjecture for projective generalized log canonical ℚ-pairs over algebraically closed fields of characteristic zero. Such a pair admits a minimal model when its adjoint divisor is pseudo-effective, and a Mori fibre space otherwise, while keeping the nef ℚ-Cartier b-divisor fixed. Taking the nef part to be zero gives the corresponding result for ordinary log canonical ℚ-pairs.

Cite (BibTeX)
@misc{OAI:Minimal-models-and-Mori-fibre-spaces-for-generalized-log-canonical-Q-pairs-September-24-2026,
  author = {{OpenAI}},
  title = {{Minimal models and Mori fibre spaces for generalized log canonical $\mathbb{Q}$-pairs}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/Minimal-models-and-Mori-fibre-spaces-for-generalized-log-canonical-Q-pairs-September-24-2026/paper.pdf}{OAI:Minimal-models-and-Mori-fibre-spaces-for-generalized-log-canonical-Q-pairs-September-24-2026}},
  year = {2026}
}

Minimal models in numerical dimension one

September 24, 2026 14 pages

We resolve the numerical-dimension-one case of the minimal-model conjecture for smooth connected complex projective varieties of dimension at least three. If KX is pseudo-effective and κσ(X,KX)=1\kappa_\sigma(X,K_X)=1, with κσ defined by section growth with a fixed ample twist, then X admits a projective ℚ-factorial terminal minimal model.

Cite (BibTeX)
@misc{OAI:Minimal-models-in-numerical-dimension-one-September-24-2026,
  author = {{OpenAI}},
  title = {{Minimal models in numerical dimension one}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/Minimal-models-in-numerical-dimension-one-September-24-2026/paper.pdf}{OAI:Minimal-models-in-numerical-dimension-one-September-24-2026}},
  year = {2026}
}

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.