If you strip away the marketing language, the AI hardware race right now is about one thing: moving data is expensive.

Not financially. Electrically.

Every time information leaves memory, crosses a bus, hits a processor, and comes back, energy gets burned. At scale, that energy becomes heat. Heat becomes infrastructure. Infrastructure becomes cost.

That’s why HBM exists.