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Isomorphism of the free group factors

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

Resolves the free group factor isomorphism problem: \(L(\mathbb F_2)\cong L(\mathbb F_3)\), and hence all interpolated free group factors, including \(L(\mathbb F_\infty)\), are isomorphic. Their common factor has fundamental group \(\mathbb R_{\gt 0}\). (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 two independent assessments disagree on how much of the result described above is expressed by the Lean statements. Read the assessments

What the papers state

Theorem 1.2

In An isomorphism of the free group factors, 23 September 2026

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

There exists a unital normal trace-preserving *-isomorphism

\Phi:L(\F_2)\longrightarrow L(\F_3).

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

Theorem 1.1 (Isomorphism of consecutive ranks)

In An isomorphism of the free group factors, 23 September 2026

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

For every integer n\geq3 there is a unital trace-preserving normal *-isomorphism

L(\F_n)\cong L(\F_{n+1}).

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.

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.

An isomorphism of the free group factors

23 September 2026, current edition.

Read it herePDF

We solve the free group factor isomorphism problem affirmatively by proving that \(L(\mathbb F_2)\) and \(L(\mathbb F_3)\) are isomorphic as tracial von Neumann algebras. The classical free group factor alternative then implies that all interpolated free group factors, including \(L(\mathbb F_\infty)\), are isomorphic and have fundamental group \(\mathbb R_{\gt 0}\).

OpenAI released an abridged summary of the model’s reasoning for this family: Isomorphism of free group factors

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.

InterpolatedFactors

The paper states

Corollary 7.1 (Dependence on von Neumann generators)

In An isomorphism of the free group factors, 23 September 2026

Let M=L(\F_2) with its canonical trace. For every integer n\geq2 there are a self-adjoint n-tuple X^{(n)} and a self-adjoint 2n-tuple Y^{(n)} such that

W^*(X^{(n)})=W^*(Y^{(n)})=M

and

\delta(X^{(n)})=\delta_0(X^{(n)})=n, \qquad \delta^*(Y^{(n)})=\delta^\star(Y^{(n)})=n.

Consequently, none of \delta,\delta_0,\delta^*,\delta^\star is invariant under changing a finite self-adjoint W^*-generating tuple of a tracial von Neumann algebra. Each takes unbounded values on such generating tuples of the single factor L(\F_2).

The words they share: canonical, star, single, tracial, adjoint, self, von, algebra, neumann, integer, trace, factor.

Possible Lean counterpart

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

Isomorphism of all interpolated free group factors

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

theorem allInterpolatedIsomorphic (r s : ℝ≥0∞) (hr : 1<r) (hs : 1<s) :    Nonempty (NormalTracialEquiv (interpolatedTrace r) (interpolatedTrace s)      (interpolatedTopology r) (interpolatedTopology s)) := 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

Independent comparisons and proof-verification reports

Does the Lean express the advertised result?

MathVet and cert-machine disagree on how much of the advertised result the Lean statements express. MathVet finds that the Lean statements express or imply the whole advertised result (their term: “full”); cert-machine finds that the Lean statements express a narrower statement than the advertised result (their term: “NARROWER — DECLARED”).

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: allInterpolatedIsomorphic (r s : ℝ≥0∞) (hr : 1 < r) (hs : 1 < s) : Nonempty (NormalTracialEquiv (interpolatedTrace r) (interpolatedTrace s) (interpolatedTopology r) (interpolatedTopology s)): every pair of interpolated free group factors L(F_r), L(F_s) with r,s ∈ (1,∞] (integer ranks via groupVonNeumann (FreeGroup (Fin n)), FreeGroup ℕ for ∞, and non-integer r as the corner of L(F_2) ⊗ B(ℓ²) by a projection of trace 1/√(r-1)) is related by a *-isomorphism that preserves the canonical trace and is ultraweakly bicontinuous. The summary’s statement L(F_2) ≅ L(F_3) and all interpolated factors; the fundamental-group conclusion is a consequence, not stated.

Definitions the group asks readers to compare with the paper: Hand-built II_1 factor models: groupVonNeumann G := centralizer (centralizer (leftTranslations G)) (double commutant of left translations), canonicalTrace, ultraweakOperatorTopology := ⨅ ξ η, induced (T ↦ Σ' k ⟨η k, T (ξ k)⟩), corners Corner p hp and selectedProjection a := Classical.epsilon (stabilizedProjectionTrace p = ofReal a) (junk default projection 0 if none existed, which does not happen in L(F_2)⊗B(ℓ²)); standard but not Mathlib’s VonNeumannAlgebra-with-trace.

“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 a narrower statement than the advertised result (their term: “NARROWER — DECLARED”).

The gap they name: The fundamental-group clause is not stated; it is a (short, unformalized) consequence of the stated isomorphisms.

“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

The free group factor problem asks whether the von Neumann algebras of free groups of different ranks are isomorphic. The formalization proves that interpolated free group factors with any parameters $r,s>1$, including the infinite parameter, are normally trace-preservingly isomorphic. The paper’s fundamental-group conclusion is a further consequence rather than a separate selected statement here.

AI-drafted comparisons, with no recorded human review

  • Isomorphism of all interpolated free group factors InterpolatedFactors

    Unreviewed AI draft: states a paper’s theorem as the paper does. States that all interpolated free group factors L(F_r), 1 < r ≤ ∞, are isomorphic, which contains the main theorem L(F₂) ≅ L(F₃) and the rank-step theorem.

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.

Isomorphism of all interpolated free group factors InterpolatedFactors

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 287 s).10 October 2026Original report

Explanations by others

Explanations of this family written elsewhere, by the people named. Each is their own reading of the mathematics.

  • seaworld008, seaworld008/openai-math-top30: thirty selected families explained in Chinese, 7 October 2026. Source

    Chinese-language explainer for general readers, with a beginner’s section, a specialist section, background on why the problem was hard and a diagram; it ends by saying it paraphrases OpenAI’s summary and does not represent consensus.

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.

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.

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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 “Would win a Fields Medal”. 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 287 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 287 Atlas records no review of whether each linked Lean statement and paper theorem mean the same thing. Open the form