AI & Computingarticle2026-10-06

Limits to black-box amplification in QMA

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Abstract

We study the limitations of black-box amplification in the quantum complexity class Q M A . Amplification is known to boost any inverse-polynomial gap between completeness and soundness to exponentially small error, and a recent result (Jeffery and Witteveen, 2025) shows that completeness can in fact be amplified to be doubly exponentially close to 1. We prove that this is optimal for black-box procedures: we provide a quantum oracle relative to which no Q M A verification procedure using polynomial resources can achieve completeness closer to 1 than doubly exponential, or a soundness which is super-exponentially small. This is proven by making the oracle separation from (Aaronson, 2009) between Q M A and Q M A 1 quantitative, using techniques from complex approximation theory.

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Authors: Scott Aaronson

Institutions: University of Bonn, Simons Foundation, QuSoft