As AI demand threatens to overwhelm the U.S. power grid, a new legislative era is emerging to force massive facilities to finally pay their fair share for infrastructure upgrades. This episode breaks down the SHIELD Act and its potential to end the socialization of transmission costs for AI data centers, specifically following the "hyperscale shock" seen in Delaware. We also explore the "nuclear backbone" strategy in New York and the critical supply chain agreements securing the graphite needed for advanced reactors. Utility professionals will gain vital insights into why capital is rotating away from speculative tech and into the durable physical assets of regulated energy infrastructure.