Hadwiger’s conjecture disproved? (OpenAI, Lean)
Awaiting review
Importance: historic (5 of 5)The takeaway
A 104-page manuscript credited to ‘OpenAI’ (dated 23 Sept, public on 6 Oct) claims arbitrarily large graphs whose chromatic number exceeds their largest clique minor. That would refute Hadwiger’s 1943 conjecture, a far-reaching generalization of the four colour theorem known to hold only up to K6. The examples have no three pairwise non-adjacent vertices and also beat the fractional weakening. A Lean formalization of the ordinary counterexample, added in OpenAI’s 7 Oct update, was accepted in a community comparator run, and an independent Lean project derived the fractional version. The graphs come from a random construction; no explicit example has been published, and no expert has published an assessment.
Status
- Claim
Awaiting review
- Our reporting
- Medium confidence
- Verification
- Peer-reviewed
- Importance
- Historic (5 of 5)
- Last verified
- 29 October 2026
Your AI and this story
- GPT-6 Astra159 days after its cutoff
- Claude Opus 5.598 days after its cutoff
- Gemini 4 Argon189 days after its cutoff
- Grok 4.7128 days after its cutoff
None of these four assistants can know about it. The closest, Claude Opus 5.5, stops 98 days before it.
Key facts
- Manuscript (abstract, verbatim): ‘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.’ 104 pages, dated 23 Sept 2026
- Mechanism (paper, Theorem 1.1): arbitrarily large m-vertex graphs with α(G) ≤ 2 and connected matching number below m/100; a counting inequality gives h(G) ≤ (m + 4·cm(G) + 2)/3, while α(G) ≤ 2 forces χ_f(G) ≥ m/2. Corollary 1.2: h(G) < 26m/75 + 2/3 < m/2 ≤ χ_f(G) ≤ χ(G). By these bounds the chromatic number exceeds the Hadwiger number by a factor tending to 75/52 ≈ 1.44
- Background: Hadwiger conjectured in 1943 that every graph with no K_t minor is (t−1)-colourable; Bollobás, Catlin and Erdős called it ‘one of the deepest unsolved problems in graph theory’. It was known for t ≤ 6 (Robertson–Seymour–Thomas, 1993) and open for all larger t (Wikipedia). Its odd-minor strengthening was disproved by Kühn, Sauermann, Steiner and Wigderson (arXiv 2512.20392, Dec 2025), and the linear relaxation χ ≤ C·t was proved on 4 Oct 2026 by Norin and Steiner with a proof found by GPT-6 Astra (see Linear Hadwiger conjecture proved)
- Companions in family 157 (all dated 23 Sept): ‘A counterexample to the Colin de Verdière chromatic conjecture’ (131 pages; χ exceeds the Colin de Verdière invariant by more than one, again with α ≤ 2) and ‘A linear list-coloring bound in terms of the Hadwiger number’ (42 pages; ‘This resolves the Linear List Hadwiger conjecture affirmatively’). Gu and Xu (arXiv 2610.01946v2) say a key new ingredient of OpenAI’s list-colouring proof is a linear choice-number bound for small K_t-minor-free graphs, and give a shorter proof of a weaker form of it
- Lean: OpenAI’s initial 6 Oct release formalized only the list-colouring bound (ListHadwiger). The challenge HadwigerCounterexample was added in the 7 Oct update (commit 3014888, pushed 8 Oct 05:03 UTC); the scope note says it proves h(G) < 26m/75 + 2/3 < m/2 ≤ χ(G) for arbitrarily large graphs with α ≤ 2, which ‘disproves the ordinary chromatic form’, with the fractional and Colin de Verdière statements ‘outside this selected statement’. Both challenges were ‘accepted’ in the oai-math-revised comparator run of 25–26 Oct
- Independent formal work: a Lean repository by the GitHub account EdouardBonnet vendors the release’s construction and also derives the fractional consequence h(G) < 26m/75 + 2/3 < m/2 ≤ χ_f(G) ≤ χ(G); its README reports a complete local kernel replay on 11 Oct (Lax archive submission lax-342547)
- No explicit witness: Carlos Toledo’s audit lists the Hadwiger graphs among 15 headline objects that are ‘random or sufficiently large constructions given only by a prescription’, adding: ‘Where the Lean is kernel-checked (Hadwiger, Sidorenko, Ryser) the existence is formally proved; the gap is that nobody can look at the object.’ An AI-assisted survey (Ying Xie, arXiv 2610.17090) rates the method as new and notes the argument gives no explicit graph
- Reactions: Gil Kalai (7 Oct): ‘The new announcement gives counterexamples to the original conjecture, even among graphs with independence number at most two.’ Wikipedia now says ‘In October 2026, a bulk release by OpenAI included a claimed disproof of the conjecture.’ No assessment by a structural graph theorist found (web, Hacker News, oai-math-revised notes) as of 29 Oct
What happened
Hadwiger’s conjecture says that a graph that cannot be contracted to a complete graph on t vertices can be coloured with t − 1 colours. For t = 5 it implies the four colour theorem. It was proved up to t = 6 in 1993 and stayed open beyond. Graphs in which no three vertices are pairwise non-adjacent (independence number at most two) were a well-studied test case, because there colouring needs at least half as many colours as there are vertices.
OpenAI’s 6 Oct release claims counterexamples in exactly that class. The graphs are built at random so that they have no large “connected matching”, which caps the size of any clique minor at about 35 percent of the vertices, while they still need at least 50 percent as many colours. The Lean proof of this ordinary counterexample was not in the first release. OpenAI added it the next day, and a community comparator run later accepted it. A volunteer’s separate Lean project derives the fractional version as well.
Why it matters
If the statement holds, one of the best-known conjectures in graph theory is false, and false by a constant factor, not by one colour. Because the example is random and unpublished, nobody can inspect a concrete graph. The evidence is the kernel-checked existence proof plus the 104-page argument, which no graph theorist has publicly assessed. The same family also claims the opposite, positive direction for list colouring, which complements Norin and Steiner’s AI-found proof of the linear Hadwiger conjecture two days earlier.
What is disputed or not yet verified
| Verification | Lean formalization of the ordinary counterexample (added 7 Oct), accepted by an independent comparator run; random construction with no published explicit graph; manuscript unrefereed |
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Sources
13 sources from 5 sites. Numbers match the chips in the text.
13 sources: 10 primary, 3 reactions
Primary
- OpenAI (PDF): A counterexample to Hadwiger’s conjecture (23 Sept 2026)github.com, paper
- OpenAI (PDF): A counterexample to the Colin de Verdière chromatic conjecturegithub.com, paper
- OpenAI (PDF): A linear list-coloring bound in terms of the Hadwiger numbergithub.com, paper
- OpenAI Lean scope note for family 157github.com, code
- oai-math-revised comparator results (HadwigerCounterexample, ListHadwiger accepted)github.com, code
- GitHub: EdouardBonnet/hadwiger-counterexample (Lean, fractional consequence)github.com, code
- arXiv 2610.01946: Gu & Xu, A shorter proof of the linear list Hadwiger conjecturearxiv.org, paper
- Wikipedia: Hadwiger conjecture (graph theory)en.wikipedia.org, docs
- arXiv 2512.17114: Costa, Luu, Wood & Yip, Verifying Hadwiger’s Conjecture for Examples of Graphs with α(G) = 2 (the test case)arxiv.org, paper
- arXiv 2512.20392: Kühn, Sauermann, Steiner & Wigderson, Disproof of the Odd Hadwiger Conjecturearxiv.org, paper
Reactions
- Carlos Toledo: OpenAI’s math release, what it claims beyond what it checks (finding G10)carlostoledo.co, discussion
- Gil Kalai: Updates: Sharing AI progress on mathematics (amazing!) (7 Oct)gilkalai.wordpress.com, discussion
- oai-math-revised AGENT_NOTES for the Hadwiger manuscriptgithub.com, discussion
Changes
- Filed (CONTENTS entry, the three PDFs (104, 131, 42 pp), Lean scope note and its commit history, comparator results, Bonnet’s repository, Kalai, Gu–Xu, oai-math-revised notes and Wikipedia read)