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Nagata’s conjecture and maximal Seshadri constants

OpenAI groups related papers into a “family”. OpenAI’s catalogue describes this one:

Proves Nagata’s strict inequality \(\sum_i m_i\lt d\sqrt r\) for every nonzero effective plane curve of degree d through r ≥ 10 very general complex points, with arbitrary multiplicities mi. It also proves maximal multipoint Seshadri constants \((L^n/r)^{1/n}\) for every smooth polarized projective variety of dimension n ≥ 2 and all sufficiently large r: at very general points over ℂ, and at the geometric generic tuple over any algebraically closed field of positive characteristic. (OpenAI’s Lean note)

Lean is a language for mathematical statements and proofs that a computer can verify. The assessments below ask whether those statements express the result OpenAI describes here.

The independent assessments find that the Lean statements express only part of the result described above, or a narrower statement. Read the assessments

What the papers state

Theorem 1.1

In Nagata’s conjecture for plane curves, 23 September 2026

Possible match to OpenAI’s description, selected from shared wording. No review confirming the selection is recorded.

For every integer r\ge10, there is a countable union E_r of proper Zariski-closed subsets of U_r, with nonempty complement, such that the following holds for every tuple (p_1,\ldots,p_r)\notin E_r. If C is a nonzero effective plane curve of degree d\ge1 and m_1,\ldots,m_r\in\Z_{\ge0} satisfy \mult_{p_i}C\ge m_i, then

d\sqrt r>\sum_{i=1}^r m_i.

Theorem 1.1

In Maximal multipoint Seshadri constants in positive characteristic

Possible match to OpenAI’s description, selected from shared wording. No review confirming the selection is recorded.

Let X/k be a smooth integral projective variety over an algebraically closed field of characteristic p>0, with \dim X=n\ge3, and let L be ample. There is an integer r_0=r_0(X,L) such that

\varepsilon_r(X,L)=\left(\frac{L^n}{r}\right)^{1/n} \qquad\text{for every integer }r\ge r_0.

No Lean statement in the release is paired with this theorem.

The release does not say which paper theorem its catalogue describes. The statements above share the most wording with the description; the atlas has not reviewed that choice. Identifying it is listed under Questions awaiting review.

Two more possible matches

  • Theorem 1.1 in Maximal Multipoint Seshadri Constants in Higher Dimensions.
  • Theorem 1.1 in Maximal Seshadri constants on arbitrary polarized surfaces, 23 September 2026.
Reported proof verification
Two Lean statements in the release; independent groups report that Comparator accepted runs for all these files at the version shown here.

Papers

Each paper opens as a reading page in the browser, with the PDF beside it. The statements each paper opens with are on its reading page.

Nagata’s conjecture for plane curves

23 September 2026, current edition.

Read it herePDF

We prove that a nonzero effective plane curve of degree d at r ≥ 10 very general complex points has total multiplicity strictly less than \(d\sqrt r\). The inequality holds simultaneously for all curves, including reducible and nonreduced curves, and establishes Nagata’s conjecture in its strict, nonhomogeneous form.

Maximal Seshadri constants on arbitrary polarized surfaces

23 September 2026, current edition.

Read it herePDF

We prove that, for every smooth integral complex projective surface S and every ample line bundle L, the multipoint Seshadri constant at r very general points equals \(\sqrt{L^2/r}\) for every sufficiently large integer r. This resolves positively the qualitative Nagata–Biran conjecture for surfaces.

Maximal Multipoint Seshadri Constants in Higher Dimensions

Undated, current edition.

Read it herePDF

Let L be an ample line bundle on a smooth integral complex projective variety X of dimension n ≥ 3. We prove that there is a threshold \(r_0=r_0(X,L)\) such that for every integer \(r\ge r_0\), the ordinary multipoint Seshadri constant at r very general points equals the volume bound \((L^n/r)^{1/n}\). This establishes the qualitative Nagata–Biran–Szemberg assertion in these dimensions.

Maximal multipoint Seshadri constants in positive characteristic

Undated, current edition.

Read it herePDF

Let L be an ample line bundle on a smooth integral projective variety X over an algebraically closed field of positive characteristic, with \(\dim X=n\ge3\). We prove that there is a threshold \(r_0=r_0(X,L)\) such that for every integer \(r\ge r_0\), the ordinary multipoint Seshadri constant at the geometric generic tuple of r points equals the volume bound \((L^n/r)^{1/n}\). The same conclusion holds in dimension two. This establishes the positive-characteristic form of the qualitative Nagata–Biran–Szemberg assertion at geometric generic tuples.

Two Lean statements in this family

Choose one to see it beside the paper theorem it is paired with.

For a configured theorem, the Comparator program tests whether OpenAI’s separate proof proves the exact Lean statement using only the allowed axioms. Some statement files instead configure definitions for comparison by name and type. Acceptance does not establish that a formal statement means the same thing as the paper’s theorem.

MaximalSeshadriConstants

The paper states

Theorem 1.1

In Maximal Seshadri constants on arbitrary polarized surfaces, 23 September 2026

For every smooth integral complex projective surface S and every ample line bundle L on S, there is an integer r_0=r_0(S,L) with the following property. For each integer r\ge r_0, there is a countable union Z_r of proper Zariski-closed subsets of U_r, with nonempty complement, such that for every \mathbf p\in U_r\setminus Z_r the class

\pi^*L-\sqrt{\frac{L^2}{r}}\sum_{i=1}^r E_i

is nef on the blow-up at \mathbf p. Consequently,

\varepsilon(S,L;\mathbf p)=\sqrt{\frac{L^2}{r}}.

The words they share: ample, bundle, class, closed, complement, complex, countable, integral, line, nonempty, projective, proper, smooth, surface, union, zariski.

Possible Lean counterpart

Selected from shared wording. No review of whether the statements mean the same thing is recorded.

Eventual maximal Seshadri constants

MaximalSeshadriConstants.lean, the release lists it as a main result.

theorem maximalSeshadriConstants (S : Surface) (L : LineBundle S.scheme)    (hL : LineBundle.IsAmple S.scheme L) : EventualMaximalSeshadri S L := by  sorry

This file states the theorem with sorry, a placeholder, in place of its proof. OpenAI supplies a separate proof file. Comparator tests whether that proof proves the statement here.

two independent groups report that Comparator accepted runs for this Lean statement file: cert-machine; MathVet. Who ran the proof-verification program

  • cert-machine records it as “CERTIFIED”.
  • MathVet records it as “comparator-sandboxed-pass”.

Read the complete Lean statement

Nagata

The paper states

Theorem 1.1

In Nagata’s conjecture for plane curves, 23 September 2026

For every integer r\ge10, there is a countable union E_r of proper Zariski-closed subsets of U_r, with nonempty complement, such that the following holds for every tuple (p_1,\ldots,p_r)\notin E_r. If C is a nonzero effective plane curve of degree d\ge1 and m_1,\ldots,m_r\in\Z_{\ge0} satisfy \mult_{p_i}C\ge m_i, then

d\sqrt r>\sum_{i=1}^r m_i.

The words they share: effective, plane, curve, zariski, nonzero, nonempty, countable, degree, sqrt, closed, integer, conjecture, nagatas, complement, union, proper.

Possible Lean counterpart

Selected from shared wording. No review of whether the statements mean the same thing is recorded.

Nagata’s conjecture

Nagata.lean, the release lists it as a main result.

theorem exists_positive_degree_equation_of_homogeneous_cycle    (cycle : Ideal TernaryPolynomial →₀ ℕ) (nonzero : cycle ≠ 0)    (homogeneous : ∀ ideal ∈ cycle.support,      ideal.IsPrime ∧ ideal ≠ ⊥ ∧ ideal.IsPrincipal ∧        ideal.IsHomogeneous (MvPolynomial.homogeneousSubmodule (Fin 3) ℂ)) :    ∃ polynomial : TernaryPolynomial,      polynomial ≠ 0 ∧ polynomial.IsHomogeneous polynomial.totalDegree ∧        0 < polynomial.totalDegree ∧ equationIdealCycle polynomial = cycle := by  sorry

This file states the theorem with sorry, a placeholder, in place of its proof. OpenAI supplies a separate proof file. Comparator tests whether that proof proves the statement here.

The file states two more theorems: nagata_conjecture, nagata_conjecture_coordinates.

two independent groups report that Comparator accepted runs for this Lean statement file: cert-machine; MathVet. Who ran the proof-verification program

  • cert-machine records it as “CERTIFIED”.
  • MathVet records it as “comparator-sandboxed-pass”.

Read the complete Lean statement

Other mathematical statements in OpenAI’s Lean library

Atlas found these propositions by scanning the text of the project’s Model.lean file. Each name links to its definition, with any associated statement file beside it. This list does not record running Lean to interpret or verify those definitions.

Independent comparisons and proof-verification reports

Does the Lean express the advertised result?

Neither group finds that the Lean statements express or imply the whole advertised result. They describe what the statements express in different terms.

MathVet and Carlos Toledo’s cert-machine independently assessed whether this family’s Lean statements express the whole result OpenAI describes in its catalogue. These are assessments of the family as a whole, not of each paper theorem separately.

MathVet finds that the Lean statements express part of the advertised result (their term: “partial”).

Their note: Nagata (r >= 10, very general, arbitrary multiplicities) fully stated; maximal multipoint Seshadri constants only for smooth projective surfaces over C, not (L^n/r)^{1/n} in dimension n >= 2 and not over algebraically closed fields of positive characteristic.

Definitions the group asks readers to compare with the paper: Seshadri side is custom scheme theory: selfIntersection S L := χ(L^2) - 2χ(L) + χ(O) (= L^2 by Riemann-Roch, checked), curveDegree := χ(L|_C) - χ(O_C), cohomology := Abelian.Ext (structureSheaf X) M n with cohomologyDimension := Module.finrank ℂ (junk 0 if infinite-dimensional), IsBlowup by universal property, curveMultiplicity via idealOrder of the stalk kernel; Nagata side defines the curve equation by Classical.choose of a sorry’d existence theorem (curveEquation) that is itself a checked theorem_name

“partial”, in their words: Only a special case is stated, or a co-equal headline claim has no challenge statement.

Their method: An independent, model-assisted, pre-referee reading of each family’s challenge statements against its headline claim under a published rubric (PROTOCOL.md), with its own Comparator runs per challenge.

cert-machine finds that the Lean statements express a narrower statement than the advertised result (their term: “NARROWER — UNLINKED”).

The gap they name: maximal multipoint Seshadri constants in dimension n >= 3 (complex, very general points) and in positive characteristic (all n >= 2, geometric generic tuple) are claimed by the headline but not stated; Lean states only smooth complex projective surfaces

“NARROWER — UNLINKED”, in their words: The challenge statements state less than the headline; the missing part comes from a paper the Lean note does not link.

Their method: Every Comparator challenge re-run on Linux with nanoda switched on, decided by a preregistered rule.

OpenAI’s own note on what its Lean covers

Nagata’s conjecture asserts that a nonzero effective plane curve of degree $d$, with multiplicities at least $m_i$ at $r\ge10$ very general points, satisfies $\sum_i m_i<d\sqrt r$.

The formalization establishes this inequality simultaneously for all curves and multiplicity vectors outside one countable union of proper Zariski-closed exceptional sets with nonempty complement. Reducible curves, repeated components, and unequal multiplicities are included, in both effective-curve and homogeneous-polynomial formulations. The formalization also includes the passage from homogeneous effective cycles to equations. The maximality question asks whether the multipoint Seshadri constant reaches the upper bound $\sqrt{L^2/r}$ at very general points once $r$ is sufficiently large. The formalized result establishes this for every smooth integral complex projective surface $S$ and ample line bundle $L$. For every $r$ above a threshold depending on $(S,L)$, it gives a countable union of proper closed exceptional sets with nonempty complement. Outside it, the constant is $\sqrt{L^2/r}$ and the boundary class defining this Seshadri constant on the point blowup is nef. The threshold is not explicit or uniform over all surfaces.

AI-drafted comparisons, with no recorded human review

  • Eventual maximal Seshadri constants MaximalSeshadriConstants

    Unreviewed AI draft: states a paper’s theorem as the paper does. States the main theorem of the Seshadri paper: for every smooth projective surface and ample line bundle, the multipoint Seshadri constant at very general points is maximal once r exceeds a threshold depending on the pair.

  • Nagata’s conjecture Nagata

    Unreviewed AI draft: states a paper’s theorem as the paper does. States the main theorem: Nagata’s inequality for all curves and multiplicity vectors at r ≥ 10 points outside one countable union of proper closed subsets.

Who ran the proof-verification program?

These groups report running Comparator with the release’s Lean statement files. For a configured theorem, it verifies OpenAI’s separate proof against the exact statement; some files instead configure definitions for comparison by name and type. Each row is the named group’s report. Atlas has not repeated the runs.

These reports do not list the software versions, proof-verification programs, axioms, time or memory in separate fields. Any such details in a report’s prose are reproduced below.

Eventual maximal Seshadri constants MaximalSeshadriConstants

Two reports, all at the release’s recorded version.

Reported byTheir wordTheir accountDateOriginal report
cert-machine“CERTIFIED”Re-run through Comparator with the independent nanoda kernel switched on: Lean’s kernel and nanoda both accept OpenAI’s solution.10 October 2026Original report
MathVet“comparator-sandboxed-pass”Re-run through Comparator in a sandboxed virtual machine: accepted.8 October 2026Original report

Nagata’s conjecture Nagata

Two reports, all at the release’s recorded version.

Reported byTheir wordTheir accountDateOriginal report
cert-machine“CERTIFIED”Re-run through Comparator with the independent nanoda kernel switched on: Lean’s kernel and nanoda both accept OpenAI’s solution.10 October 2026Original report
MathVet“comparator-sandboxed-pass”Re-run through Comparator in a sandboxed virtual machine: accepted.8 October 2026Original report

What these papers cite in the release, and what cites them

These links come from the papers’ bibliographies. A citation records that one paper cites another; how each cited result is used has not been examined here.

Within this family

Papers elsewhere in the release that this family’s papers cite

This family’s papers cite no paper elsewhere in the release.

Papers elsewhere in the release that cite this family’s papers

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Explain a result, compare statements or propose a correction

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What people have said

Commentary on this family by others, dated and credited. It is commentary, not a finding.

  • An unsigned public tier list, the OpenAI Math Tier List, classes it as a proof and rates its significance, if it holds up, as “Career-defining publication”. The page says that nothing on it is verified.

    Author not stated. Source

Questions awaiting review

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Identify the theorem the catalogue describes

  • Family 039 No single paper statement clearly matches OpenAI’s description by wording, and no review identifying the intended theorem is recorded. Open the form

Address a question raised in an independent assessment

Compare the proposed paper and Lean matches

  • Family 039 Atlas records no review of whether each linked Lean statement and paper theorem mean the same thing. Open the form