Rack densities exceeding 100 kW create high-frequency, synchronized pulse loads that overwhelm legacy power infrastructure. Ampace identifies this as a physical bottleneck where power chain resilience lags behind GPU speed. These abrupt surges threaten stability in massive computing clusters. Hardware engineers must now prioritize dynamic power response to sustain extreme training loads.