The execution falls to major technology companies, which collectively are spending approximately $700 billion on AI infrastructure as of 2026. This spending surge reflects a sharp acceleration: data center system spending grew at 5% annually through 2023, then jumped to 29% annually following ChatGPT's launch, reaching nearly $500 billion in 2025 with projections of $600 billion in 2026. The federal push has collided with state-level resistance. Twenty-seven states, including California, Ohio, and Utah, have advanced legislation requiring data center developers to cover energy costs and report usage. Maine is moving toward construction moratoriums that would pause new projects until November 2027—directly challenging federal executive orders aimed at streamlining permitting.
The conflict centers on energy and regulatory jurisdiction. Federal policy covers facilities above 100 megawatts; state laws target smaller facilities at 10 megawatts and up, creating overlapping authority. Over 300 bills are currently pending in state legislatures challenging data center expansion. The administration has promoted voluntary pledges like the "Ratepayer Protection Pledge," but states are enacting enforceable laws that go beyond voluntary measures. Attorneys should monitor how this regulatory gap resolves, particularly as the administration's June 2026 presidential action established a classified benchmarking process for AI cybersecurity, making infrastructure security a central national defense priority. The outcome will determine whether federal infrastructure ambitions can overcome localized energy and environmental concerns.