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Sharp projection-body inequalities and a counterexample to simplex maximization

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

Proves Petty’s projection-volume conjecture in the remaining dimensions n ≥ 4: ellipsoids uniquely minimize projection-body volume at fixed body volume. Also establishes the full Lutwak–Petty projection inequalities. In contrast, products of simplices exceed Brannen’s proposed simplex maximum for normalized projection-body volume by an exponential factor in every sufficiently large dimension. (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

The paper states

Theorem 1

In A product counterexample to the simplex maximum for projection-body volume, 24 September 2026

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

Let T_{10}=\conv(0,e_1,\ldots,e_{10})\subset\R^{10}, where the e_i are the coordinate unit vectors, and let K=T_{10}\times T_{10}\subset\R^{20}. Then

\frac{R_{20}(K)}{c_{20}} =\frac{121\binom{20}{10}}{21\cdot2^{20}} =\frac{22\,355\,476}{22\,020\,096}>1.

Thus K violates (2) in dimension twenty.

The release does not say which paper theorem its catalogue describes. The statement above shares the most wording with the description; the atlas has not reviewed that choice. Identifying it is listed under Questions awaiting review.

One more possible match

  • Theorem 1.1 in Petty’s projection-volume conjecture in dimensions at least four, 24 September 2026.
Reported proof verification
Three 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.

Three 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.

PettyProjectionVolume

The paper states

The words they share: body, convex, equality.

Possible Lean counterpart

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

Petty’s projection-volume inequality

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

theorem petty_projection_volume (n : ℕ) (hn : 4 ≤ n)    (K : Set (Space n)) (hK : IsConvexBody K) :    pettyConstant n ≤ projectionRatio K ∧      (projectionRatio K = pettyConstant n ↔ IsEllipsoid K) := 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

ProjectionCounterexample

The paper states

The words they share: bound, simplex, projection, volume, body, proposed, dimension.

Possible Lean counterpart

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

Failure of the simplex upper bound in dimension 20

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

theorem universal_simplex_upper_bound_false :    ¬ (∀ P : Set (E 20), IsConvexBody P → ratio P ≤ ratio (simplex 20)) := 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

ProjectionVolume

The paper states

The words they share: dimension, proposed, thus, twenty, unit.

Possible Lean counterpart

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

Explicit product-of-simplices counterexample

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

theorem product_counterexample :    (IsCompact productWitness ∧ Convex ℝ productWitness ∧      (interior productWitness).Nonempty) ∧    normalizedProjectionVolume productWitness / simplexConstant 20 =      (121 * (Nat.choose 20 10 : ℝ)) / (21 * (2 : ℝ) ^ 20) ∧    normalizedProjectionVolume productWitness / simplexConstant 20 =      (22355476 : ℝ) / 22020096 ∧    1 < normalizedProjectionVolume productWitness / simplexConstant 20 ∧    (volume (projectionBody productWitness)).toReal >      simplexConstant 20 * (volume productWitness).toReal ^ 19 := 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: Petty (n >= 4, with ellipsoid equality case) fully stated; the product-of-simplices counterexample is stated only in dimension 20 (ratio 1.015...), not the exponential factor in every sufficiently large dimension; the full Lutwak-Petty inequality family is not stated.

Definitions the group asks readers to compare with the paper: Projection body defined by hand: projectionBody K := {x | ∀ u, ‖u‖ = 1 → ⟪u, x⟫ ≤ shadowVolume K u} with shadowVolume the volume of the orthogonal projection on the subtype (span {u})ᗮ (three files use slightly different encodings: volume on the subtype vs Measure.euclideanHausdorffMeasure (d - 1)), and simplexConstant d := (d+1) * d^d / d! in ProjectionVolume is an asserted value for the simplex, not computed in the statement

“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 Lutwak–Petty projection inequalities, and the exponential-factor counterexample in every sufficiently large dimension (only n = 20 is stated).

“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

Petty’s projection-volume conjecture predicts

$\displaystyle \frac{|\Pi K|}{|K|^{n-1}}\ge \kappa_{n-1}^{n}\kappa_n^{2-n},$ with equality exactly for ellipsoids; here $\kappa_j$ is the volume of the Euclidean unit ball in dimension $j$. The formalization establishes this for every convex body $K\subset\mathbb R^n$ and every $n\ge4$. Other inequalities in the projection-body family are not included. Brannen’s simplex-maximization conjecture predicts that a simplex maximizes normalized projection-body volume $|\Pi K|/|K|^{n-1}$ in dimension $n$. The formalized counterexample is the product of two ten-dimensional simplices. Its normalized projection volume, divided by that of a twenty-dimensional simplex, is $\displaystyle \frac{22{,}355{,}476}{22{,}020{,}096}>1.$ Thus the proposed maximum fails in dimension $20$. The paper’s exponential-factor result for every sufficiently large dimension is not included.

AI-drafted comparisons, with no recorded human review

  • Petty’s projection-volume inequality PettyProjectionVolume

    Unreviewed AI draft: states a paper’s theorem as the paper does. States the main theorem: Petty’s projection inequality for every convex body in dimension n ≥ 4, with equality exactly for ellipsoids.

  • Failure of the simplex upper bound in dimension 20 ProjectionCounterexample

    Unreviewed AI draft: states a consequence of a paper’s theorem. States the negation of the simplex upper bound in dimension 20 (some convex body has larger normalised projection volume than the simplex), which follows from the main theorem’s explicit computation. The explicit body and ratio are the separate statement ProjectionVolume.

  • Explicit product-of-simplices counterexample ProjectionVolume

    Unreviewed AI draft: states a paper’s theorem as the paper does. States the main theorem: the product of two ten-dimensional simplices has normalised projection volume exceeding that of the twenty-dimensional simplex by the stated ratio. The exponential-factor result for large dimensions is not included.

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.

Petty’s projection-volume inequality PettyProjectionVolume

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 494 s; peak memory 6.6 GiB).11 October 2026Original report

Failure of the simplex upper bound in dimension 20 ProjectionCounterexample

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 110 s; peak memory 3.3 GiB).11 October 2026Original report

Explicit product-of-simplices counterexample ProjectionVolume

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 142 s; peak memory 6.3 GiB).11 October 2026Original report

Other reports of proof verification

Other people’s accounts of running proof-verification software, with links to their reports.

  • Pico, openai-math-counterexamples: do the counterexamples in openai/math hold when someone else computes them?, 9 October 2026. Source

    R_20(T10xT10)/c_20 = 121*C(20,10)/(21*2^20) exceeds 1, computed exactly.

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.

  • A product counterexample to the simplex maximum for projection-body volume, 24 September 2026

    Reported by
    cert-machine
    Method
    Exact computation
    Their verdict
    “CERTIFIED” Exact code written independently from the paper confirms that the published object has the claimed property.
    What it covers
    “the whole headline: K = T10 x T10 violates the proposed simplex bound in dimension 20, with the exact ratio printed”
    Original report
    Their 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 one Lean statement with its paper: PettyProjectionVolume, ProjectionCounterexample, ProjectionVolumeSuggest 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 “Major math journal”. 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
  • 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 088 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 088 Atlas records no review of whether each linked Lean statement and paper theorem mean the same thing. Open the form