The demand for compute power driven by AI agents is expected to consistently exceed supply

Artificial intelligence research, products, and impact across society.

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

Autonomous systems that use AI models to pursue goals, planning multi-step tasks, calling tools, and acting on results with limited human intervention.