A lot of people still think “AI power” just means buying a

A lot of people still think “AI power” just means buying a faster GPU, but the interesting shift is happening lower down the stack: memory bandwidth, power efficiency, cooling, and where inference actually runs. The companies that figure out how to squeeze useful AI out of smaller, cheaper hardware are probably going to matter more to normal users than whoever has the biggest benchmark numbers.