analiza aiqbench

Research indicates that achieving quantum advantage depends on highly structured quantum circuits rather than broad, generic designs, challenging current assumptions about near-term device potential. By developing rigorous classical and quantum algorithms to map these boundaries, the study shifts focus from mere hardware construction to optimizing how quantum computers are programmed for specific problems. This work highlights critical bottlenecks in existing architectures that must be addressed to unlock practical computational superiority.