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AITechFlowChinese, translatedFiled 20 h ago

AI research startup PSI uses Anthropic models to prove quantum computing conjecture

Original headlineAI 科研初创公司 PSI 借助 Anthropic 模型证明量子计算猜想

Open the sourceReported by TechFlow, techflowpost.com, 10 November 2026

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AI research startup Physical Superintelligence (PSI) said researcher David Turturean used early access to Anthropic's Fable 5.2 model to prove the roughly 18-year-old Aaronson-Ambainis conjecture, which concerns whether quantum computers can solve certain problems faster than classical machines. Co-author Scott Aaronson said he believes the proof is correct; it has been auto-formalized in the Lean proof language and was reviewed by a research team PSI invited. The result rules out one route by which quantum computers might achieve speedups on some hard problems, though not all routes. The proof matters as an early sign that AI models can contribute to original theoretical mathematics, and the next thing to watch is broader verification and whether similar model-assisted proofs follow.

Muhabbit's AI wrote this summary in its own words from TechFlow's report and translated it from Chinese. It can get details wrong, so check the source.

Named in this story

Physical Superintelligence (PSI), Aaronson-Ambainis conjecture, Anthropic, David Turturean, Scott Aaronson