OpenAI claims Kadison’s similarity problem (Lean)
Awaiting review
Importance: historic (5 of 5)The takeaway
Family 288 of OpenAI’s 6 Oct 2026 release (paper dated 23 Sept) claims a positive answer to Kadison’s similarity problem of 1955. The claim: every bounded unital homomorphism from a unital C*-algebra into the operators on a Hilbert space becomes a *-homomorphism after a bounded change of coordinates. The paper also claims one hyperreflexivity constant valid for every von Neumann algebra. Before, only special cases were known: nuclear algebras, cyclic representations, algebras without tracial states, and II₁ factors with property Γ. Lean statements of the similarity theorem, the hyperreflexivity bound and the underlying commutator estimate were accepted in two independent comparator runs. As of 29 Oct we found no assessment by an operator algebraist.
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
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None of these four assistants can know about it. The closest, Claude Opus 5.5, stops 98 days before it.
Key facts
- Claim (abstract, verbatim): ‘We prove that every bounded complex-linear unital algebra homomorphism from a unital complex C∗-algebra into the bounded operators on an arbitrary Hilbert space is similar to a ∗-homomorphism. This resolves Kadison’s similarity conjecture positively. We also obtain one universal hyperreflexivity constant for all unital von Neumann algebras on arbitrary complex Hilbert spaces.’
- Scope (paper, after Theorem 1.1): ‘The theorem imposes no separability, nuclearity, finite generation, faithfulness, or normality condition.’ The similarity may depend on the homomorphism; the paper does not claim an a priori bound on its condition number
- Earlier results, as the paper recounts them: the nuclear case (Bunce, Christensen); cyclic representations, and C*-algebras without tracial states (Haagerup, 1983); type II₁ factors with property Γ (Christensen); Kirchberg’s equivalence of the similarity property with innerness of derivations; Pisier’s similarity degree; Eleftherakis and Paulsen’s equivalence with the statement that every von Neumann algebra is hyperreflexive
- Route (paper §1.2): Theorem 1.2 gives an absolute constant C with ‖[Y⁽ʰ⁾, X]‖ ≤ C·g_P(Y)·‖X‖ for every von Neumann algebra P, every operator Y, every matrix size h and every X ∈ M_h(P). The hard case is finite factors, ‘where the estimate must be uniform in the factor and its representation multiplicity’. It is handled through a tracial free product, Schur–Weyl duality and Popa’s relative independence theorem in ultrapowers; Paulsen’s theorem and Kirchberg’s equivalence then give similarity
- Lean scope note (lean/docs/288.md): ‘The formalization proves this for arbitrary Hilbert spaces. It also gives one universal hyperreflexivity constant for all unital von Neumann algebras.’ In the comparator file KadisonSimilarity.lean, a bounded unital homomorphism is a continuous ℂ-algebra map from a Mathlib C*-algebra into B(H), and similarity means an invertible S with Sπ(a*)S⁻¹ = (Sπ(a)S⁻¹)*. Our reading: this is Kadison’s problem as usually stated. The constant is explicit: the hyperreflexivity bound is 2·universalConstant, about 2.4 million by our arithmetic from the file’s definitions
- Machine checks: KadisonSimilarity and UniformCommutator were accepted in the oai-math-revised comparator run of 25–26 Oct (‘Lean default kernel accepts the solution’, standard axioms only, no definition-body caveat for these configurations). MathVet rates the formal statement ‘full’ with a sandboxed comparator pass, a verdict it calls ‘pre-referee: one model-assisted reading per family, validated mechanically, not yet re-read by a named human referee’
- Trackers: Matthew Colbrook’s AIM list marks problem 037 ‘Kadison’s similarity problem’ SOLVED (13 Oct), on what it calls ‘an AI statement-level review of a published manuscript, not a fresh independent audit of its complete proof or a Lean kernel replay’. Jesse Peterson’s list of open problems in operator algebras, last updated on 15 May 2026, before the release, lists it as Problem O.5
- Reactions: none from operator algebraists found as of 29 Oct. We searched the web, arXiv, Hacker News and Proofs and Prompts’ collection of 100+ reactions; the oai-math-revised notes report ‘Follow-up works: None found’. The same release also claims other problems on Peterson’s list: the generator problem (family 296), the free group factor problem (287), strong Kadison–Kastler (289) and the Kadison–Ringrose vanishing-cohomology conjecture (295)
What happened
In 1955 Richard Kadison asked whether every bounded representation of a C*-algebra on a Hilbert space is similar to one that respects the adjoint, that is, a *-representation. The problem became one of the central questions of operator algebra theory. It has many equivalent forms: complete boundedness of the representation (Haagerup), innerness of derivations (Kirchberg), a finite similarity degree (Pisier), and hyperreflexivity of every von Neumann algebra (Eleftherakis–Paulsen). Known positive cases included nuclear algebras, cyclic representations, algebras without tracial states, and II₁ factors with property Γ.
OpenAI’s release contains a 31-page manuscript dated 23 Sept that claims the full answer. Its main estimate bounds every matrix amplification of an inner derivation by the derivation’s scalar norm, with one absolute constant. The difficult case is finite factors, which the paper handles through a free-product model, Schur–Weyl duality and Popa’s relative independence theorem. The paper also gives one hyperreflexivity constant for all von Neumann algebras. OpenAI’s Lean statements of the similarity theorem, the hyperreflexivity bound and the commutator estimate are written with Mathlib’s C*-algebras and Hilbert spaces. They were accepted in the oai-math-revised maintainers’ comparator run and in MathVet’s separate run.
Why it matters
If correct, the result settles a 70-year-old problem and, through the known equivalences, several others at once. The Lean statement appears to be the problem itself rather than a special case, so the main remaining questions are whether that reading is right and whether specialists understand the argument. As of 29 Oct no operator algebraist had published either. The problem trackers that mark it solved say they compared statements with AI help and did not audit the proof.
What is disputed or not yet verified
| Verification | Lean formalization of the full statement (comparator accepted in two independent runs); no published expert verification yet |
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Sources
11 sources from 4 sites. Numbers match the chips in the text.
11 sources: 7 primary, 4 reactions
Primary
- OpenAI: Kadison’s similarity theorem through uniform derivation estimates (23 Sept 2026, PDF)github.com, paper
- Lean scope note for family 288github.com, code
- Lean comparator challenge: KadisonSimilarity.leangithub.com, code
- Lean comparator challenge: UniformCommutator.leangithub.com, code
- oai-math-revised: comparator run on all challenges (LEAN_CHECKS.md)github.com, code
- oai-math-revised: comparator results per challenge (25–26 Oct)github.com, code
- Gilles Pisier: Similarity problems and length (background, 2000)arxiv.org, paper
Reactions
- oai-math-revised: community notes on the Kadison similarity manuscriptgithub.com, discussion
- MathVet: fidelity table for openai/math (pre-referee)math.vet, discussion
- AIM problem 037: Kadison’s similarity problem (status review)github.com, discussion
- Jesse Peterson: Open problems in operator algebras (Problem O.5)math.uwaterloo.ca, discussion
Changes
- Filed (manuscript abstract, introduction and proof outline, comparator challenge files and configurations, oai-math-revised AGENT_NOTES, results.tsv and logs, MathVet data, AIM problem page and cross-check review, Peterson’s problem list; searches of the web, arXiv, Hacker News and Proofs and Prompts found no expert reaction)