Heuristic Quantum Advantage with Peaked Circuits was named #1 Best Paper of the 56 in the Quantum Algorithms track at IEEE Quantum Week (QCE) 2026. A 2000-gate instance that Quantinuum’s H2 solves in under two hours extrapolates to years on Frontier — and unlike sampling claims, the answer is checkable. With the team at BlueQubit.