The Trump administration is working to block a Clean Air Act lawsuit targeting Elon Musk's artificial intelligence company xAI, according to Ars Technica.

The NAACP filed the suit alleging that xAI operates gas turbines without the required permits to power its Grok data center. The turbines emit pollution into surrounding communities, and the lawsuit argues that operating them without permits violates federal clean air law.

Rather than standing aside, the Trump administration has stepped in to help xAI fight the case. According to Ars Technica, the administration's defense includes the argument that the military needs Grok — xAI's AI model — for wartime purposes, framing the data center's uninterrupted operation as a matter of national security.

Critics see the intervention as the federal government shielding a politically connected billionaire's company from environmental accountability. The communities near xAI's data center — who bear the direct burden of the unpermitted pollution — are not among those whose interests the administration is claiming to protect.

This matters because it sets a potential precedent: if national security arguments can be invoked to neutralize environmental enforcement actions against AI infrastructure, it could open a significant loophole as the industry's energy demands continue to surge.