AI infrastructure scaling faces a critical bottleneck that often goes overlooked: energy. It's not about computational models or semiconductor supply anymore. The real challenge? Hyperscalers and massive data centers demand enormous power consumption, yet electricity grids—particularly across North America—are struggling to keep pace. Grid expansion takes time. Building new generation capacity takes longer. Meanwhile, demand just keeps climbing.