Topic

Gigawatt-Scale Capacity Planning

Artwork for Stanford CS153 Frontier Systems | The Discipline of Delivering Value per Gigawatt
Stanford CS153 Frontier Systems

Stanford CS153 Frontier Systems | The Discipline of Delivering Value per Gigawatt

Amin Vahdat argues that frontier AI infrastructure should be judged by value delivered per gigawatt, not by raw capacity or capex alone. He explains how Google is scaling TPUs, networking, and data centers around reliability, system balance, and long-lead power constraints.