Rack densities exceeding 100 kW create synchronized pulse loads that outpace legacy power infrastructure. Ampace argues that the bottleneck for AI clusters has shifted from chip thermals to the dynamic resilience of the power chain. This physical constraint threatens the stability of gigascale training loads as GPU demands spike abruptly.