U.S. data center electricity consumption will more than double by 2030. This surge exceeds the current pace of wind and solar capacity additions, straining existing grid infrastructure. AI computing requirements now outstrip green energy deployment. Infrastructure planners must prioritize high-density power solutions to prevent critical energy shortages for LLM training clusters.