Communities Push Back on AI Data Centers Over Power and Land Use

Residents near proposed AI infrastructure projects are confronting higher electricity costs and land-use changes as data centers and chip factories expand rapidly. In Grimes County, Texas, nearly 900 people signed a petition demanding stricter oversight on tax incentives for large developments, including measurable local hiring and pollution controls, after the county granted SpaceX a deal to pay roughly 78 percent of normal property taxes for its Terafab semiconductor plant. The 100-million-square-foot facility, a SpaceX-Tesla-Intel venture, is intended to boost U.S. chip supply for AI systems; company representatives told a July community meeting that the site would generate its own power through natural gas plants and would not raise rates for other customers.

Rep. Ro Khanna plans to introduce a non-binding "Data Center Bill of Rights" that would let localities bar facilities within 2,500 feet of homes, schools, hospitals or nursing homes, require transparent rejection processes, and preserve state authority to pause new construction until ratepayer and water protections are in place. Khanna cited opposition he heard in Pennsylvania and noted that several states, including New York, have already enacted moratoriums. Michigan Senate candidate Abdul El-Sayed, endorsed by Khanna, has backed similar limits ahead of midterm elections.

Separately, Nvidia is building an AI safety and security engineering team through recent job postings for roles focused on evaluating AI agents before deployment and developing tools to patch vulnerabilities. The listings tie the effort to open-weight models, which Nvidia argues strengthen security through transparency; the company has joined the Open Secure AI Alliance with Microsoft, Palantir, SpaceX and others. Critics contend open models increase risks for malicious use, while proponents say they drive innovation and collective defense.

Texas Gov. Greg Abbott paused new data-center grid connections pending audits, and multiple localities nationwide have imposed construction moratoriums or outright bans. The central tension remains unresolved: whether communities can secure enforceable protections before projects receive public incentives, or whether national AI competitiveness goals will override local objections.