Everybody knows “AI data centers use round-the-clock power”. Yet one of the biggest power challenges for AI data data centers is precisely that they do not use round-the-clock power. They incur large load transients that cannot be handled by batteries, power grids or most generation. This 15-page report explores data center load profiles, which may require 5-10x more capacitors?