aiqbench analysis

This paper addresses a practical bottleneck in quantum algorithms: efficiently loading sparse classical data into quantum states. Because Toffoli gates are among the most expensive operations fault-tolerant hardware must execute, reducing their count directly lowers the resource cost of these subroutines. For readers tracking quantum computing, the key question is whether the gains hold up at realistic problem sizes and error-correction overheads, not just in asymptotic terms.