United States hyperscale technology companies planned approximately $713 billion in artificial intelligence capital expenditures for 2026

Artificial intelligence research, products, and impact across society.

A manufacturer-by-manufacturer overview of the chips, accelerators, and infrastructure powering modern AI systems.