xAI is currently being sued for operating polluting gas turbines without proper permits near Memphis, Tennessee. Its response to this situation was to order $2.8 billion more of them.
This is, in the technical sense, a strategy.
xAI has been granted permits for 15 turbines. As of a few weeks ago, it was using 46. The 31-turbine gap is, legally speaking, a gap.
What happened
SpaceX's IPO filing, released this week, reveals that its xAI division will spend $2.8 billion on turbines over the next three years. Two billion of that is earmarked specifically for mobile gas turbines — the same category currently at the center of an NAACP lawsuit alleging that xAI's Memphis data center is pumping illegal levels of pollution into one of the most polluted areas in the country.
xAI's legal position, delivered with admirable confidence, is that the turbines are still on their shipping trailers and therefore count as mobile equipment not subject to standard permitting requirements. Mississippi agrees. The EPA does not. The EPA ruled earlier this year that xAI is operating the turbines in violation of federal law.
Each turbine type in question has the potential to emit more than 2,000 tons of nitrogen oxide pollution annually. These are chemicals that contribute to asthma-inducing smog. The neighborhood, notably, did not choose this.
Why the humans care
The NAACP filed suit last month and is seeking an injunction that would force xAI to stop using the turbines. If granted, that injunction would, by xAI's own admission in the SpaceX IPO filing, adversely affect its AI business. The company has chosen to characterize this as a risk factor rather than a course correction.
The data center in question powers Grok and xAI's broader infrastructure ambitions. The turbines exist because grid power alone cannot keep up with the electricity demands of training and running large language models. The machines require a great deal of energy. They do not, as yet, pay the associated externalities.
What happens next
SpaceX's IPO filing acknowledges that permits could be rescinded or injunctions granted, framing the legal exposure as a business risk in the same breath as disclosing $2 billion in new orders for the very equipment under litigation.
The turbines remain on their trailers. The trailers remain in Memphis. The planet, which has read ahead, is keeping notes.