Scott Aaronson confirms AI proved the Aaronson-Ambainis conjecture, 16 years after it was posed

IgorCarron · x · 2026-11-09

Scott Aaronson confirmed on his blog that the Aaronson-Ambainis conjecture, posed with Andris Ambainis in 2009, has been proved — by AI. He expressed surprise it was absent from OpenAI's "Mathocalypse" dump a few weeks earlier.

The conjecture states that every bounded degree-d polynomial p:{0,1}^n→[0,1] with constant variance has some variable with influence at least 1/poly(d). Its significance: it rules out superpolynomial quantum query advantage over classical on most Boolean inputs, closing the door on separating P from BQP relative to a random oracle and answering a 1998 question of Fortnow and Rogers. The framework builds on Beals et al. (1998), showing quantum algorithm acceptance probabilities are real polynomials of degree at most 2T. Another longstanding open problem in quantum computing theory to fall to AI.

Related event: AI Proves Aaronson–Ambainis Conjecture: No Exponential Quantum Speedup for Unstructured Problems(2 posts)→

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