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xAI Faces Lawsuit Over Data Center Generators, Proceeds With $2.8B Purchase

xAI Faces Lawsuit Over Data Center Generators, Proceeds With $2.8B Purchase

May 26, 2026
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xAI Faces Lawsuit Over Data Center Generators, Proceeds With $2.8B Purchase

Elon Musk's xAI is facing legal challenges for its use of polluting generators at a Tennessee data center. Now, the company plans to purchase even more of this controversial equipment.

In a recent IPO filing, SpaceX revealed that its xAI division intends to spend an additional $2.8 billion on turbines for its AI infrastructure over the next three years. A significant portion of this, a $2 billion deal, is specifically for "mobile gas turbines"—the same type of equipment at the center of an ongoing lawsuit.

The NAACP filed suit against xAI last month, alleging the company operates dozens of unregulated gas turbines that degrade air quality in an already heavily polluted region. The civil rights organization is seeking a court order to halt their use. While xAI has permits for only 15 turbines, reports indicate it was recently using 46.

Each turbine model in use has the potential to emit over 2,000 tons of nitrogen oxide (NOx) pollution annually. NOx is a key component in the formation of smog, which can trigger asthma and other respiratory issues.

xAI defends its operations by claiming the turbines are "mobile," as they remain on their delivery trailers, and argues they can therefore run for up to a year without specific permits. This stance appears to exploit a regulatory gap between state and federal interpretations. Mississippi state regulators assert they do not require permits for such mobile generators.

However, federal regulations stipulate that turbines of this capacity are subject to air pollution rules regardless of their mobility. The Environmental Protection Agency (EPA) ruled earlier this year that xAI's operation of these turbines violates federal law.

SpaceX's IPO filing acknowledges these operational risks. The company states a significant reliance on natural gas and turbine technology for its data centers, warning that any court-ordered injunctions or permit revocations "would adversely affect our AI business."

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