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Graph coloring, clique minors, and Colin de Verdière invariants

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

Disproves Hadwiger’s conjecture even for fractional coloring: arbitrarily large finite simple graphs with independence number at most two satisfy \(\chi_f(G)\gt h(G)\), where \(h(G)\) is the largest clique-minor order. Also disproves the fractional Colin de Verdière chromatic bound \(\chi_f(G)\le\mu(G)+1\). In the positive direction, every finite nonempty graph satisfies \(\chi_{\mathrm{list}}(G)\le C h(G)\) for a universal constant C. (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

Corollary 1.2

In A counterexample to Hadwiger’s conjecture, 23 September 2026

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

There are finite nonempty simple graphs G of arbitrarily large order m for which

h(G)<\frac{26m}{75}+\frac23 <\frac m2\le\chi_f(G)\le\chi(G).

Thus Hadwiger’s conjecture and its fractional-coloring weakening \chi_f(G)\le h(G) are false.

The release does not say which paper theorem its catalogue describes. Both statements above are shown whole: the paper’s main theorem first, then the statement that shares the most wording with the description. The atlas has not reviewed either choice.

Six more possible matches

  • Theorem 1.1 in A counterexample to the Colin de Verdière chromatic conjecture, 23 September 2026.
  • Corollary 1.3 (Fractional-colouring obstruction) in A counterexample to the Colin de Verdière chromatic conjecture, 23 September 2026.
  • Corollary 1.4 (A linear list-colouring bound) in A counterexample to the Colin de Verdière chromatic conjecture, 23 September 2026.
  • Corollary 1.2 in A linear list-coloring bound in terms of the Hadwiger number, 23 September 2026.
  • Theorem 1.2 (Base graphs) in A counterexample to the Colin de Verdière chromatic conjecture, 23 September 2026.
  • Theorem 1.1 in A linear list-coloring bound in terms of the Hadwiger number, 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.

A counterexample to Hadwiger’s conjecture

23 September 2026, current edition.

Read it herePDF

We disprove Hadwiger’s conjecture by constructing arbitrarily large graphs whose chromatic number exceeds their Hadwiger number. The examples have independence number at most two, and even their ordinary fractional chromatic number exceeds their Hadwiger number. Thus they also disprove the fractional-coloring weakening discussed by Reed and Seymour.

A counterexample to the Colin de Verdière chromatic conjecture

23 September 2026, current edition.

Read it herePDF

We disprove the Colin de Verdière chromatic conjecture by constructing graphs whose chromatic number exceeds their Colin de Verdière invariant by more than one. The examples have independence number at most two. In fact, their ordinary fractional chromatic number also exceeds their Colin de Verdière invariant by more than one.

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.

HadwigerCounterexample

The paper states

It is paired with Corollary 1.2 and Theorem 1.1, each shown below.

Corollary 1.2

In A counterexample to Hadwiger’s conjecture, 23 September 2026

There are finite nonempty simple graphs G of arbitrarily large order m for which

h(G)<\frac{26m}{75}+\frac23 <\frac m2\le\chi_f(G)\le\chi(G).

Thus Hadwiger’s conjecture and its fractional-coloring weakening \chi_f(G)\le h(G) are false.

The words it shares with Corollary 1.2: 26m/75, 2/3, m/2, conjecture, hadwigers, simple, graphs, fractional, arbitrarily, large; with Theorem 1.1: m/100, simple, integers, graph, counterexample, conjecture, hadwigers, arbitrarily, large.

Possible Lean counterpart

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

Arbitrarily large counterexamples to Hadwiger’s conjecture

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

theorem exists_counterexamples (M : ℕ) : ∃ m : ℕ, max M 5 ≤ m ∧    ∃ G : SimpleGraph (Fin m), G.indepNum ≤ 2 ∧      (connectedMatchingNumber G : ℚ) < (m : ℚ) / 100 ∧      (hadwigerNumber G : ℚ) < 26 * (m : ℚ) / 75 + 2 / 3 ∧      26 * (m : ℚ) / 75 + 2 / 3 < (m : ℚ) / 2 ∧      (m : ℚ) / 2 ≤ (G.chromaticNumber.toNat : ℚ) ∧      hadwigerNumber G < G.chromaticNumber.toNat ∧      G.chromaticNumber ≠ ⊤ ∧      G.chromaticNumber = ↑(G.chromaticNumber.toNat) := 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 one more theorem: not_hadwiger_conjecture.

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

ListHadwiger

The paper states

The words they share: simple, nonempty, integer, finite, graph, hadwiger, number, list, coloring.

Possible Lean counterpart

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

Linear list-coloring bound in the Hadwiger number

ListHadwiger.lean, the release lists it as a supporting statement.

def MainStatement : Prop :=  ∃ C : ℕ, 1 ≤ C ∧ ∀ (V : Type) [Fintype V] [Nonempty V] (G : SimpleGraph V),    listChromaticNumber G ≤ C * hadwigerNumber Gtheorem main_theorem : MainStatement := 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.

three independent groups report that Comparator accepted runs for this Lean statement file: cert-machine; MathVet; Neal McBurnett, openai-math-lean-tooling. Who ran the proof-verification program

  • cert-machine records it as “CERTIFIED”.
  • MathVet records it as “comparator-sandboxed-pass”.
  • Neal McBurnett, openai-math-lean-tooling records it as “accepted”.

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: HadwigerCounterexample states, for every M, a graph on Fin m with m >= max M 5, indepNum <= 2 and h(G) < 26m/75+2/3 < m/2 <= chi(G); the first-named claim follows by the routine bound chi_f(G) >= |V(G)|/alpha(G) >= m/2 (sum the vertex constraints of a fractional colouring; the paper does exactly this), although chi_f itself is not defined in the Lean. The summary’s co-equal second claim ('Also disproves’ the fractional Colin de Verdiere bound chi_f(G) <= mu(G)+1, the subject of a separate paper with a separate matrix-rank argument) has no challenge statement: no mu, well-signed matrix or Strong Arnold Property appears in either file. The positive list-colouring claim is stated verbatim by ListHadwiger.

Definitions the group asks readers to compare with the paper: HasCliqueMinor: t branch sets B : Fin t -> Set V, each nonempty and connected in G.induce (Mathlib’s Connected includes Nonempty), pairwise disjoint and pairwise joined by an edge; the standard K_t-minor definition; hadwigerNumber: sSup {t | HasCliqueMinor G t}, the largest clique-minor order h(G); the set is bounded by |V| for the finite V used (Fin m, Fintype V), so sSup is a true max; standard; IsTouchingMatching / connectedMatchingNumber: sets of 2-element cliques (edges), pairwise disjoint and pairwise joined by an edge between their endpoint sets, maximised via sSup; the paper’s ‘connected matching’ (cm), standard for this paper; listChromaticNumber: sInf {k | Choosable G k} with Choosable quantifying over every Color : Type and every list assignment of size >= k; the standard list chromatic number for finite G (set contains |V|, so sInf is the true minimum); junk value 0 for infinite G is excluded by [Fintype V] in MainStatement; MainStatement: a Prop-valued def, the type of main_theorem; exists C : N with 1 <= C chosen before V and G, so C is universal; [Fintype V] [Nonempty V] restrict to finite nonempty graphs as in the paper; standard; G.indepNum and G.chromaticNumber (Mathlib): standard; the statement adds chromaticNumber != top and chromaticNumber = ofNat(toNat) so the toNat casts are faithful; chi_f (fractional chromatic number): not defined anywhere in the Lean (Mathlib at the pinned revision has no such definition); the fractional form of the primary claim is recovered only outside Lean from alpha <= 2 and chi_f >= |V|/alpha

“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 — DECLARED”).

The gap they name: The Colin de Verdière clause is not stated. The fractional clause is not stated as such (no χ_f), though it follows from the stated α ≤ 2 and h < m/2.

“NARROWER — DECLARED”, in their words: The challenge statements state less than the headline, and OpenAI’s Lean note says so.

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

Hadwiger’s conjecture predicts $\chi(G)\le h(G)$ for every finite graph, where $h(G)$ is the largest clique-minor order. The formalization constructs arbitrarily large finite simple counterexamples with independence number at most two. For a graph on $m$ vertices it proves $h(G)<26m/75+2/3<m/2\le\chi(G)$. This disproves the ordinary chromatic form. The paper’s fractional-chromatic strengthening and the Colin de Verdière consequence are outside this selected statement.

The Linear List Hadwiger conjecture asks for a universal linear bound on list chromatic number in terms of clique-minor size. The formalization proves that there is one integer $C\ge1$ such that every finite nonempty simple graph $G$ satisfies $\chi_{\mathrm{list}}(G)\le C h(G)$, where $h(G)$ is the largest order of a clique minor. The constant is independent of the graph.

AI-drafted comparisons, with no recorded human review

  • Arbitrarily large counterexamples to Hadwiger’s conjecture HadwigerCounterexample

    Unreviewed AI draft: states a consequence of a paper’s theorem. States the ordinary-chromatic part of the paper’s corollary disproving Hadwiger’s conjecture (graphs with independence number at most two and h(G) < 26m/75 + 2/3 < m/2 ≤ χ(G)). The main theorem’s matching bound and the fractional strengthening are outside the statement.

  • Linear list-coloring bound in the Hadwiger number ListHadwiger

    Unreviewed AI draft: states a paper’s theorem as the paper does. States the main theorem of the list-colouring paper: one constant C with list chromatic number at most C times the Hadwiger number for every finite graph.

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.

Arbitrarily large counterexamples to Hadwiger’s conjecture HadwigerCounterexample

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

Linear list-coloring bound in the Hadwiger number ListHadwiger

Three 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
Neal McBurnett, openai-math-lean-tooling“accepted”Re-run through Comparator with Lean’s kernel: accepted (the check took 165 s; peak memory 6.3 GiB).11 October 2026Original report

Other proofs and exact calculations

These reports examine claims in the papers using exact calculations for finite claims, independently of the release’s Lean proofs. Read each report for the exact claim it covers.

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

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

Follow-up work by others

  • anxkhn, Series of 15 issues and 15 draft PRs adding release results to Formal Conjectures (issues 6972 to 6997, PRs 6977 to 7002), 8 October 2026. Source

    Proposes adding the release’s linear list-colouring bound in terms of the Hadwiger number to Formal Conjectures (issue 6976, PR 6981).

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 one Lean statement with its paper: ListHadwiger, HadwigerCounterexampleSuggest 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 “Career-defining publication”. The page says that nothing on it is verified.

    Author not stated. Source

  • Robert Joseph George, Do the Lean statements in openai/math match their papers?, 7 October 2026. Source

    The headline claims counterexamples to Hadwiger’s conjecture, but the formalised statement is only a list-colouring bound.

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
  • 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 157 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 157 Atlas records no review of whether each linked Lean statement and paper theorem mean the same thing. Open the form

Investigate a calculation that did not decide the claim

  • Family 157 An independent calculation did not decide the claim, or needs data absent from its source. Open the form
  • Family 157 An independent calculation did not decide the claim, or needs data absent from its source. Open the form