Reliable electricity infrastructure now limits AI growth more than chip availability or software. The $7 Trillion AI boom creates a massive surge in power demand that current grids cannot sustain. This shift turns energy access into a primary competitive advantage. Practitioners must now account for power constraints when scaling large-scale compute clusters.