Rethinking the AI Hardware Hierarchy When people talk about AI success, the conversation often centers on data centers, energy budgets, and the chips that power the cloud. Nvidia’s GPUs have become a default proxy for AI throughput, training speed, and scalable inference. But the narrative that intelligence will live exclusively in the cloud is already…