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Strong Ulam Stability Characterizes Amenability

OpenAI · October 5, 2026

Lean

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Abstract

A countable discrete group is amenable if and only if it is strongly Ulam stable: every sufficiently accurate unitary almost representation, on any complex Hilbert space, is uniformly close in operator norm to a genuine representation on the same space. We prove the converse to Kazhdan's amenable stability theorem, answering the question of Burger, Ozawa, and Thom. The inclusion of infinite-dimensional Hilbert spaces is essential.

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Notes

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work in progress

Collected automatically by AI tools (Claude Opus 5.5 and GPT-6 Astra, 2026-10-21) and not checked by a person. May be wrong or incomplete. Report an error.

Comments and discussion

  • Alon Dogon, reaction in 100+ reactions to 100+ solutions (Proofs and Prompts, 8 October 2026; collection updated 19 October 2026). A short signed reaction singles out "the equivalence of strong Ulam stability and amenability (along with Dixmier's problem)", says the author has worked on the question for years, and remarks that the solution appears to combine Furstenberg boundary theory with quantum circuits. [family-level]

Formalization

Possibly relevant literature (found by the agent, not checked)

News and blogs

  • Carlos Toledo, OpenAI's math release: what it claims beyond what it checks (cert-machine audit of release commit fd4aeeb2, 10 October 2026). The audit lists family 251's strong Ulam stability assertion among claims from manuscripts not linked by their family's Lean scope note, distinguishing that assertion from the unitarizability formalization. [AI-generated per source] [family-level]

Elsewhere

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Cite

@misc{OAI:Strong-Ulam-Stability-Characterizes-Amenability-October-5-2026,
  author = {{OpenAI}},
  title = {{Strong Ulam Stability Characterizes Amenability}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/Strong-Ulam-Stability-Characterizes-Amenability-October-5-2026/strong-ulam-stability.pdf}{OAI:Strong-Ulam-Stability-Characterizes-Amenability-October-5-2026}},
  year = {2026}
}

Lean formalization

OpenAI provides Lean files for this family: lean/docs/251.md. The Lean statements have not been checked by people against the paper's claims.

Family 251: Amenability, unitarizability, and strong Ulam stability

Resolves Dixmier's problem for all discrete groups: amenability is equivalent to every uniformly bounded Hilbert-space representation being similar to a unitary representation. For countable discrete groups, amenability is also equivalent to strong Ulam stability: sufficiently accurate unitary approximate representations are uniformly close in operator norm to genuine representations on the same, possibly infinite-dimensional, Hilbert space.

Other papers in this family: