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Physical Superintelligence Says Its System Proved the Aaronson-Ambainis Conjecture

Nov 09, 2026
psi.inc
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Summary

Physical Superintelligence says an internal research system proved the Aaronson-Ambainis conjecture using a non-public Anthropic model, with Lean accepting the proof on the run's third day. David Turturean led the work. The theorem limits exponential quantum speedup on random inputs.

Key Points

  • The system improves the result twice after the first proof, and Lean accepts the final version, PSI says.
  • Stanford's Guy Blanc, Jordan Docter, Carmen Strassle and Li-Yang Tan call the proof "a huge result" and plan a shorter exposition.
  • The proof's new inequality gives some bit influence of at least (v/d)^7, with constant c near 0.0025.

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