The US power grid requires immediate upgrades to sustain the energy demands of artificial intelligence. Data has become a primary monetizable asset, driving massive increases in storage and analysis needs. Sheldon H. Jacobson argues that digital supremacy depends on this infrastructure. Practitioners must now account for energy constraints in scaling deployments.