AI Expansion Collides With Local, Regulatory and Safety Pushback

Communities, regulators and safety researchers are confronting the physical and legal footprint of AI infrastructure at the same time. In rural Texas counties, residents face proposed campuses that would consume hundreds of acres, millions of gallons of water and gigawatts of electricity. In Brussels, the European Union has levied its largest fine yet under the Digital Markets Act against Google. Separate discussions about advanced AI systems have raised questions about physical robots operating at scale.

Texas now accounts for at least 248 planned data centers, nearly half sited in unincorporated areas that lack city zoning powers. Hood County alone has eight proposals covering more than 7,600 acres. One project, Comanche Circle, is described by its developer as potentially requiring up to 3 gigawatts at peak and an initial 95 million gallons of water for construction. County commissioners rejected two moratorium attempts after state warnings that such measures exceeded local authority under long-standing limits on county power. Developers have projected tax-base increases between $5 billion and $20 billion for the county and hundreds of permanent jobs, though peak construction employment of roughly 2,000 is expected to fall sharply once facilities are online.

The European Commission has imposed the largest penalty to date under the Digital Markets Act on Google, citing self-preferencing in search results. The law also requires Apple to enable sideloading of apps and to ensure certain features function across non-Apple platforms, delaying rollout of Apple’s Live Translation tool in Europe. U.S. companies have described the obligations as applying to ordinary product design choices that carry no documented consumer harm.

Separately, researchers at the Machine Intelligence Research Institute have discussed risks associated with advanced AI systems, including large-scale robotic platforms. No specific incidents or technical specifications have been corroborated across multiple independent sources.

Statewide, ERCOT has received interconnection requests totaling 439 gigawatts from large projects, the majority labeled as data centers, though analysts note that not all requests will result in completed facilities. In Europe, the DMA continues to require designated gatekeeper companies to alter default settings and allow third-party app stores. Local Texas officials have stated they lack authority to impose additional conditions beyond those already required by state environmental permits.