The promise of economic revitalization through AI infrastructure is hitting a hard wall of local resistance. Across the United States, communities are pushing back against new data center construction, citing environmental hazards and strain on finite resources. In Philadelphia, activist Shawmar Pitts leads the charge from Grays Ferry, a neighborhood still reeling from the legacy of the East Coast’s largest oil refinery. For Pitts, the health impacts of industrial pollution are not abstract concepts but lived realities. He recalls seeing a list of refinery-related illnesses and recognizing every condition in his own family. Now managing co-director of Philly Thrive, he opposes proposed sites in his neighborhood and Northeast Philadelphia, arguing that these facilities bring noise and pollution without the promised jobs.

The scale of the energy demand driving this conflict is staggering. BloombergNEF predicts that by 2035, U.S. data centers will consume more natural gas than Germany and Japan combined. This projection has nearly doubled in just nine months, highlighting the explosive growth of the AI industry. While natural gas burns cleaner than oil, it is far from benign. Each cubic foot burned releases 60 grams of carbon dioxide. The additional demand from data centers is expected to generate an extra 1 million metric tons of greenhouse gas pollution daily. That figure represents about 12% of all current U.S. greenhouse gas emissions. Harvard researchers have already linked fossil fuel air pollution to one in five deaths worldwide, a statistic likely to worsen as AI infrastructure expands.

Local officials are beginning to listen. New York Governor Kathy Hochul signed an executive order temporarily halting permits for large projects, stating that progress should not come with higher utility bills or deleted water supplies. Similar moratoriums have passed in Denver, Indianapolis, Asheville, Charlotte, and Reno. These pauses allow cities to study potential impacts before committing. Clean Air Council attorney Annie Fox notes that even emergency diesel engines at these sites contribute to air pollution and exacerbate heat waves. The industry argues for growth, but residents like Sonya Sanders, who lost her husband to cancer she attributes to refinery emissions, see only a repeat of past industrial harms. The question now is whether regulators can balance AI’s computational hunger with community health before the next wave of approvals hits.