When 90+ residents pack a municipal hearing to oppose a single tech project, you know something bigger is happening. Pocatello’s hearing examiner just denied a conditional use permit for an AI data center on the former Hoku Materials site, but this isn’t just another local zoning dispute. It’s a symptom of nationwide resistance to AI infrastructure demands.

Lex Developments sought permission to build the facility on previously industrial land, but the city’s hearing examiner found the application failed to meet municipal standards. The specific issue? Pocatello Municipal Code §17.02.130.D4, which requires projects be “adequately served by public facilities and services.” Translation: show us how you’ll handle the power, water, wastewater, and air quality impacts before we approve anything.

The Real Cost of AI Infrastructure

Communities increasingly question whether modest benefits justify massive utility demands.

Here’s what residents actually worry about when AI data centers come to town. These facilities can consume hundreds of megawatts—enough electricity for a small city—while creating relatively few permanent jobs. Your ChatGPT queries and image generation requests require enormous cooling systems that strain local water supplies. Backup diesel generators testing and emergency operations affect air quality during outages.

A Harvard tech policy expert told the Harvard Gazette that community concerns are “legitimate,” noting there’s “very little economic development that plays out on the local level” despite significant resource demands. The same researcher argues “regulation is definitely necessary” and “transparency needs to be a bare minimum requirement.”

A $64 Billion Pattern Emerges

Pocatello joins a growing list of communities rejecting data center projects worldwide.

This isn’t isolated pushback. DataCenterWatch reports roughly $64 billion worth of data center projects have been blocked, delayed, or withdrawn globally due to community and regulatory resistance. Google recently withdrew a major Indianapolis proposal after hundreds of residents protested. Energy analyst Robert Bryce documents similar fights from Indiana to Ireland.

Lex Developments now faces three options:

• Request procedural reconsideration
• Submit a new application with detailed impact studies
• Abandon the project entirely

For AI chips manufacturers and companies betting on rapid infrastructure expansion, Pocatello’s decision signals that even former industrial sites don’t guarantee smooth approvals when communities demand real answers about who benefits and who pays the price.