Generative artificial intelligence platforms incur direct compute costs on graphics processing units for every output generated by users

Artificial intelligence research, products, and impact across society.

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

Autonomous AI systems that plan and act over multiple steps.