Hyperscalers are accelerating a decade of electricity demand growth to power AI workloads. This surge drives investment into nuclear energy as a reliable, carbon-free baseline. Investors are now targeting specific nuclear stocks to hedge against grid instability. Practitioners should monitor energy availability as a primary bottleneck for large-scale model training.