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Pennsylvania Slaps New Restrictions on AI Data Centers in Water and Hiring Push

Wide establishing shot of a massive data center campus with cooling towers and electrical substations, overcast sky, industrial Pennsylvania

Pennsylvania Governor Josh Shapiro signed an executive order on August 18 imposing new restrictions on AI data center projects, requiring local approval, infrastructure funding commitments, water conservation measures, and local hiring quotas before any facility can proceed.

The order effectively removes AI data centers from Pennsylvania's fast-track permitting program, signaling a sharp turn in how states are approaching the AI infrastructure boom. As hyperscalers pour billions of dollars into new computing facilities, the environmental and community costs of that expansion have begun to attract serious political attention.

Data centers are notorious water consumers, with a single large facility capable of drawing millions of gallons daily for cooling. Pennsylvania's order requires developers to demonstrate water conservation plans and commit to infrastructure funding that benefits surrounding communities, addressing a grievance that has surfaced in rural areas across the American Midwest and South.

The local hiring requirement is equally significant, reflecting concerns that technology booms often enrich distant corporations while leaving nearby residents with higher property prices and strained public services. By mandating that developers hire from the communities they occupy, Shapiro's administration is attempting to ensure that the economic benefits of the AI buildout are distributed more equitably.

Industry observers say Pennsylvania's approach could become a template for other states grappling with similar tensions. While no major technology company has publicly opposed the order, private sector representatives have quietly warned that excessive local requirements could slow the pace of infrastructure deployment at a moment when demand for AI compute is surging.

Image source: i.ibb.co