A lot of people still picture “AI hardware” as just Nvidia

A lot of people still picture “AI hardware” as just Nvidia GPUs, but the supercomputing world is already testing very different paths — trapped-ion quantum systems, giant 100k-accelerator AI clusters, and hybrid setups built around moving data faster instead of just adding more compute. The interesting shift is that hardware design is starting to matter as much as the model itself.