aiqbench analysis

This breakthrough establishes an internal error control mechanism for quantum simulators that functions independently of classical reference calculations, a critical advancement as systems scale beyond current supercomputing limits. By translating physical noise and environmental fluctuations into specific numerical confidence intervals, the method ensures data reliability without relying on comparisons to classical computers that can no longer verify the results.