aiqbench analysis

The work is a proof of concept: a hybrid classical-quantum pipeline simulating airflow over a two-dimensional aerofoil, with the "billions of points" figure self-reported by the companies. Most of the heavy lifting still runs on NVIDIA classical hardware, and the quantum advantage is described as a future pathway that depends on fault-tolerant processors. Readers should treat it as an architecture and workflow milestone rather than evidence of practical quantum speedups in aerodynamic design.