PSI says its research system proved the Aaronson-Ambainis conjecture
See how this story connectsPSI says its internal research system, running a non-public Anthropic model, found a proof of the Aaronson-Ambainis conjecture, open since 2008, and Lean, a proof assistant, accepted it. The system then improved the result twice, and Lean accepted the final version. Stanford’s Guy Blanc, Jordan Docter, Carmen Strassle and Li-Yang Tan are reading PSI’s proof and writing a shorter exposition for experts.
Why it matters
If PSI’s proof holds, quantum complexity researchers have a settled answer: on yes-or-no questions about random strings, a quantum computer gains no exponential saving unless the string has a rare pattern.
- When
- 6 Nov 2026
- ID
WTA-N-2026-0782- Where
- International
- Who
- Physical Superintelligence (PSI), Anthropic, Stanford University
- Topics
- Mathematics, Frontier models
Summary written with AI by wheresthe.ai, from PSI and the reporting credited above. Checked against the source on 6 Nov 2026.
Source copy: saved on 6 Nov 2026 to check this story and not republished, because the text belongs to its publisher. Also held by the Internet Archive.
Cite this story
WTA-N-2026-0782: “PSI says its research system proved the Aaronson-Ambainis conjecture.” wheresthe.ai, 6 Nov 2026. https://wheresthe.ai/d/intl-psi-says-its-research-system-proved-the-aaronson-ambain-2026-11/ (source: PSI).
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