Plectis Atlas
Search

↑ and ↓ move, Enter opens, Esc closes.

Show on the map

Potential integral density on curve character varieties

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

Resolves the determinant-one curve case of Litt’s integral-density question. For every smooth connected complex algebraic curve and every rank, integral points become Zariski dense in every component of its SLr character variety over the full ring of integers of one number field. Prescribed quasi-unipotent boundary conjugacy classes are allowed, including nonsemisimple classes. (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 a supporting step or a different result. Read the assessments

The paper states

Theorem 1.1

In Integral points on character varieties of curves, 25 September 2026

Possible match to OpenAI’s description, selected from the papers’ main statements because it shares the most wording. No review confirming the selection is recorded.

Let X be a smooth connected complex algebraic curve and let r\geq1. For prescribed quasi-unipotent conjugacy classes C_1,\ldots,C_s as above, let K\subset\C be a number field containing their eigenvalues. There is a finite extension L/K such that

M_r(X)(\cO_L)\cap Y(\C)

is Zariski dense in Y, and hence in every irreducible component of Y. The same conclusion holds when only the characteristic polynomial of each boundary monodromy is prescribed, with all its roots roots of unity. It also holds for the entire character variety without boundary conditions; in that case one may take K=\Q.

For the relative statements and for projective X, one may take distinct primes p,q>r and

F=K(\sqrt2,\zeta_{pq}),\qquad L=F\bigl(\zeta_r,\{u^{1/r}:u\in\cO_F^\times\}\bigr),

where \zeta_m denotes a primitive mth root of unity. In the projective case there are no boundary conditions and K=\Q.

Reported proof verification
One Lean statement in the release; two independent groups report that Comparator accepted runs for this file 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.

Integral points on character varieties of curves

25 September 2026, current edition.

Read it herePDF

We prove potential Zariski density of integral points on SLr-character varieties of smooth complex curves in every rank. The result allows prescribed quasi-unipotent boundary monodromy, including exact nonsemisimple conjugacy classes, and holds on every component over the full ring of integers of one finite extension. Here integrality is measured in the ambient character variety, while the exact boundary conditions are imposed on the complex representation.

One Lean statement in this family

Lean is a language for mathematical statements and proofs that a computer can verify. The Lean statement below is shown beside its possible paper counterpart, with the reason they were linked. The outside readers find that the release’s Lean states a supporting or different result, so the theorem it is paired with is shown under its own heading.

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.

CharacterVarietiesAllSeamsSupport

The paper states

Theorem 1.1

In Integral points on character varieties of curves, 25 September 2026

Let X be a smooth connected complex algebraic curve and let r\geq1. For prescribed quasi-unipotent conjugacy classes C_1,\ldots,C_s as above, let K\subset\C be a number field containing their eigenvalues. There is a finite extension L/K such that

M_r(X)(\cO_L)\cap Y(\C)

is Zariski dense in Y, and hence in every irreducible component of Y. The same conclusion holds when only the characteristic polynomial of each boundary monodromy is prescribed, with all its roots roots of unity. It also holds for the entire character variety without boundary conditions; in that case one may take K=\Q.

For the relative statements and for projective X, one may take distinct primes p,q>r and

F=K(\sqrt2,\zeta_{pq}),\qquad L=F\bigl(\zeta_r,\{u^{1/r}:u\in\cO_F^\times\}\bigr),

where \zeta_m denotes a primitive mth root of unity. In the projective case there are no boundary conditions and K=\Q.

The words they share: boundary, character, component, curve, dense, equation, extension, field, finite, number, prescribed, variety, zariski.

Possible Lean counterpart

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

Compatibility of the produced marked solution with every seam equation

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

theorem producedMarkedValues_allSeams :    D.ProducedMarkedSeamEquations q hproper hmax hg P x b0 i0 := 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

Independent comparisons and proof-verification reports

Does the Lean express the advertised result?

MathVet and cert-machine agree on how much of the advertised result the Lean statements express.

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 a supporting result (their term: “supporting-only”).

Their note: The Lean states only a compatibility lemma inside the paper’s cutting construction: for a proper diagram with finitely many vertices, a seam q whose parent facet has maximal rank and positive genus, punctures P and a K-valued solution x (K any field), the generator values produced for the diagram cut along a nonseparating band satisfy the framed-flag equation at every seam of the cut diagram. It says nothing about integral points, Zariski density, number fields or rings of integers, SL_r character varieties, or quasi-unipotent boundary classes, so it is a supporting step of the proof and not the headline.

Definitions the group asks readers to compare with the paper: Diagram F S V arity: solver-authored structure formalising the paper’s surface diagram: PortAssembly (vertices of continuation/interchange/split-merge kinds wired to seams S with arities, facet colouring), rank, genus, boundary cycles; part of the statement because the challenge imports OAI; Diagram.Proper: all facet ranks positive and every seam has at least two children; the paper’s ‘normalized’ diagram; Diagram.Punctures R: a count and a unit of R per puncture per facet; quasi-unipotence is NOT imposed (docstring: imposed at the density stage), more general than the paper’s roots-of-unity scalars; Diagram.Solution P K: subtype of invertible-matrix assignments to generators satisfying the surface relations, the seam framed-flag equations and VertexHolds (, 618-627); K is an arbitrary field with Algebra R K, so this is a field-valued point, not an integral point; [Finite V]: only the vertex type is assumed finite; seams are in bijection with port endpoints (PortAssembly.attach) hence finite, facets F are not assumed finite; hmax and hg: the parent facet of seam q has maximal rank among all facets, and positive genus; ProducedMarkedSeamEquations: for every seam s of the produced marked (cut) diagram C, SameFramedFlag (C.seamGrade s) of matrixUnitEquiv of the left and right seam words evaluated at the produced values; a Prop-valued def built from solver-authored producedMarkedDiagram and producedMarkedValues; cutGeneratorWitness is declared opaque (body: identifiedBand...), so the produced diagram and values depend on this chosen simultaneous splitting and cannot be unfolded by rfl; not an axiom; SameFramedFlag / matrixUnitEquiv (, 264): equality of two coordinate frames as filtered spaces together with the identified graded quotients; strictly stronger than equality of flags

“supporting-only”, in their words: The challenge statements state a lemma or auxiliary result, not the headline.

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 supporting result (their term: “SUPPORT-ONLY”).

The gap they name: the entire headline: potential Zariski density of integral points on SL_r character varieties is not stated; the challenge proves only that the produced marked values satisfy every seam equation of the produced marked diagram

“SUPPORT-ONLY”, in their words: The challenge statements state only supporting results.

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

The integral-density question asks whether integral points become Zariski dense in every component of a curve character variety after one finite extension of the number field. The linked formalization proves a supporting compatibility result for its marked-surface construction. Given a proper diagram with finitely many vertices, a chosen seam with maximal adjacent facet rank and a positive-genus parent, puncture data, an existing solution over a field, and a chosen boundary occurrence, the produced marked values satisfy every seam equation.

This is conditional compatibility of the produced solution. Potential integral density, including the prescribed-boundary and all-component conclusions, remains outside the selected statement.

AI-drafted comparisons, with no recorded human review

  • Compatibility of the produced marked solution with every seam equation CharacterVarietiesAllSeamsSupport

    Unreviewed AI draft: states a supporting result. States a compatibility property of the paper’s marked-surface construction, one of the five supporting comparisons named in the Comparator README. Potential integral density itself is outside the statement.

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.

Compatibility of the produced marked solution with every seam equation CharacterVarietiesAllSeamsSupport

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.10 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.

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

No paper elsewhere in the release cites this family’s papers.

References outside the release

Each paper’s outside references are listed with it on its reading page, where each citation is placed. Every outside work cited in the release: References outside the release

Explain a result, compare statements or propose a correction

Atlas has no contributed explanation for this family yet. You can offer one with a GitHub account. You receive named credit and disclose any AI assistance.

Each button opens a GitHub form with this page and its source version filled in. Opening the form does not reserve the work.

Offer to write an explanationCompare the Lean statement with the paperSuggest a source attributionSuggest a change

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 “A strong professor’s paper of the year”. The page says that nothing on it is verified.

    Author not stated. Source

Questions awaiting review

Each item identifies a statement, definition or report that needs further review. Its link opens a GitHub form with the source version already recorded.

Read the Lean statement against the paper

  • An AI agent drafted an assessment of which part of the paper this Lean statement expresses. No named human review is recorded. Open the form

Identify the theorem the catalogue describes

  • Family 027 The theorem shown was selected from shared wording with OpenAI’s description. Atlas records no review confirming that it is the theorem the description means. Open the form

Address a question raised in an independent assessment

Compare the proposed paper and Lean matches

  • Family 027 Atlas records no review of whether each linked Lean statement and paper theorem mean the same thing. Open the form