aiqbench analysis

Quantum X Labs reports that its problem-independent calibration method cut measurement bias on three IBM processors to below 6%, and it claims a 15 to 21 times reduction in maximum cumulative error. The work is company-reported, tested on only three devices, and framed as initial evidence, so readers should look for independent replication and for how the gains hold across more circuits. Calibration-based error reduction is a practical lever for near-term hardware, but it is not the same as the error correction needed for fault-tolerant machines.