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Combinatorial invariance of Kazhdan–Lusztig polynomials

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Resolves the full combinatorial invariance conjecture: isomorphic Bruhat intervals in arbitrary Coxeter systems have identical equal-parameter Kazhdan–Lusztig polynomials. Thus the abstract order of the interval determines the polynomial, even across different Coxeter systems. (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.

Both independent assessments find that the Lean statements express or imply the whole result described above. Read the assessments

The paper states

Theorem 1.1 (Combinatorial invariance)

In Combinatorial invariance of Kazhdan–Lusztig polynomials, 24 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 (W,S) and (W',S') be arbitrary Coxeter systems, and let u\le b in W and u'\le b' in W'. If

\iota:[u,b]\longrightarrow[u',b']

is an isomorphism of abstract Bruhat interval posets, then their equal-parameter Kazhdan–Lusztig polynomials satisfy

P^W_{u,b}(q)=P^{W'}_{u',b'}(q).
Reported proof verification
One Lean statement in the release; three 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.

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.

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.

KLInvariance

The paper states

Theorem 1.1 (Combinatorial invariance)

In Combinatorial invariance of Kazhdan–Lusztig polynomials, 24 September 2026

Let (W,S) and (W',S') be arbitrary Coxeter systems, and let u\le b in W and u'\le b' in W'. If

\iota:[u,b]\longrightarrow[u',b']

is an isomorphism of abstract Bruhat interval posets, then their equal-parameter Kazhdan–Lusztig polynomials satisfy

P^W_{u,b}(q)=P^{W'}_{u',b'}(q).

The words they share: invariance, equal, parameter, combinatorial, coxeter, systems, bruhat, polynomials, interval, arbitrary, kazhdan, lusztig, isomorphism.

Possible Lean counterpart

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

Combinatorial invariance of Kazhdan–Lusztig polynomials

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

theorem combinatorial_invariance    {B' : Type u'} {W' : Type v'} [Group W'] {M' : CoxeterMatrix B'}    (cs : CoxeterSystem M W) (cs' : CoxeterSystem M' W')    {u b : W} {u' b' : W'}    (hub : BruhatLE cs u b) (hub' : BruhatLE cs' u' b')    (ι : Interval cs u b ≃o Interval cs' u' b') :    klPolynomial cs u b = klPolynomial cs' u' b' := 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?

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 or imply the whole advertised result (their term: “full”).

Their note: combinatorial_invariance takes arbitrary Coxeter systems cs, cs' (different W, W' allowed) and ι : Interval cs u b ≃o Interval cs' u' b' and concludes klPolynomial cs u b = klPolynomial cs' u' b'; BruhatLE is the genuine strong Bruhat order (ReflTransGen of length-increasing reflection steps) and the R/P normalization is the standard Kazhdan-Lusztig characterization.

Definitions the group asks readers to compare with the paper: noncomputable def klFamilies (cs) := Classical.epsilon (NormalizedKL cs) and klPolynomial cs x y := (klFamilies cs).2 x y: KL polynomials are defined as an arbitrary solution of the normalization axioms (existence/uniqueness not part of the statement); this is the standard characterization and not trivializing, but it is a non-Mathlib, choice-based definition.

“full”, in their words: The challenge statements imply the headline claim after unpacking definitions or one routine step.

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 or imply the whole advertised result (their term: “MATCHES”).

“MATCHES”, in their words: The challenge statements state the headline as OpenAI wrote it.

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 combinatorial invariance conjecture asks whether a Kazhdan–Lusztig polynomial depends only on its Bruhat interval as an ordered set. The formalization proves that every order isomorphism between Bruhat intervals in arbitrary Coxeter systems preserves the corresponding equal-parameter Kazhdan–Lusztig polynomial. The two intervals may come from different Coxeter systems.

AI-drafted comparisons, with no recorded human review

  • Combinatorial invariance of Kazhdan–Lusztig polynomials KLInvariance

    Unreviewed AI draft: states a paper’s theorem as the paper does. States the main theorem: an order isomorphism between Bruhat intervals, possibly in different Coxeter systems, preserves the Kazhdan–Lusztig polynomial.

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.

Combinatorial invariance of Kazhdan–Lusztig polynomials KLInvariance

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 178 s; peak memory 6.5 GiB).11 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

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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

  • tparker, Philip Weiss, Will Sawin, Nik Weaver, Pace Nielsen, mathworker21, Joshua P. Swanson, Timothy Chow, Daniel Soltesz, MathOverflow: how many of the released results went against the conventional wisdom?, 10 October 2026. Source

    An algebraic combinatorialist says the proof of combinatorial invariance for Kazhdan-Lusztig polynomials agrees with the majority expectation.

Questions awaiting review

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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 168 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 168 Atlas records no review of whether each linked Lean statement and paper theorem mean the same thing. Open the form