Policy

Gas Plants for AI Data Centers Bypass Environmental Reviews

At least 57 off-grid power facilities are advancing with limited public oversight, raising air quality and transparency concerns.

Omega Editorial· June 22, 2026· 3 min read

The rapid expansion of AI infrastructure is driving an equally rapid—and largely unexamined—buildout of natural gas power plants across the United States, with many projects advancing before local communities even know they exist.

Developers building large gas plants dedicated to single data centers are securing approvals at unprecedented speed while frequently sidestepping the environmental reviews and public hearings that typically accompany major power infrastructure. According to reporting by International Business Times, at least 57 off-grid data center power plants are either proposed or under construction nationwide, representing a combined capacity of approximately 73,000 megawatts. The vast majority would run on natural gas.

How projects are moving forward

The pattern of development raises questions about transparency and regulatory oversight. In northwest Ohio, Meta is constructing an 800-acre data center near Bowling Green, but the associated power plant initially appeared in public filings under the name Liames LLC, despite Meta financing the project. Construction had already commenced before the draft air permit became publicly available.

Some states are actively facilitating this accelerated timeline. Ohio has enacted provisions that restrict access to certain public records related to data centers, while West Virginia has carved out local zoning exemptions for data center microgrids. In Tennessee and Mississippi, turbines serving xAI's Colossus campus operated without permits, though the company characterized the units as temporary.

Why it matters

The convergence of AI growth and energy infrastructure has created what Harvard University researcher Michael Cork describes as potentially "one of the largest under-examined air-quality risks in the country." Natural gas plants emit nitrogen oxides and fine particulate pollution, both linked to respiratory illness. Communities near these facilities face increased pollution exposure with diminished opportunities for input before construction begins.

The scale of AI's energy demands cannot be overstated. Training and operating advanced AI systems require massive electricity supplies, and the current buildout relies heavily on fossil fuel generation proceeding with minimal oversight. This creates a dual challenge: expanding infrastructure that may lock in emissions for decades while limiting public participation in decisions that directly affect local air quality and health.

Local concerns mount

Residents and officials near proposed sites are expressing alarm about the pace and opacity of development. Brian Rothenberg, a township trustee near Columbus, told reporters: "My biggest concern is health and security. I don't want my constituents to be lab rats if something goes wrong."

Kidd, a Bowling Green resident who operates a daycare, echoed those fears: "For my family and my daycare families, their safety is my number one priority. I feel like right now I can't guarantee that."

Industry representatives maintain they are acting responsibly. The Data Center Coalition, whose members include Meta, Amazon, and Microsoft, says operators aim to be good neighbors while securing necessary energy supplies.

These details were first reported by International Business Times.

#data centers#natural gas#environmental regulation#ai infrastructure#air quality#energy policy

This is an original analysis by the Omega editorial team. Source reporting: AI Watch.

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