Nvidia data-center revenue hits $193.7B as hyperscalers spend $710B on AI

Nvidia reported data-center revenue surging 75% YoY to $193.7B on Hopper/Blackwell demand, with CUDA lock-in keeping hyperscaler switching costs high. Roche separately deployed 3,500 Blackwell GPUs in a hybrid-cloud AI factory for drug discovery.