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Choking on AI Fumes? Elon Musk's Memphis Supercomputer Faces Air Pollution Lawsuit

The nonprofit Southern Environmental Law Center threatens to sue xAI for using gas turbines to power its supercomputer in Memphis, Tennessee, without the required permits.

 & Michael Kan Principal Reporter

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An environmental group is demanding that Elon Musk shut down the pollution-causing elements of his AI supercomputer in Memphis, Tennessee, or they'll sue.

The nonprofit Southern Environmental Law Center (SELC) sent a letter to Musk’s company, xAI, on behalf of the NAACP, demanding it pull the plug on the supercomputer’s gas turbines.

"Since breaking ground on its supercomputer facility last year, xAI has been operating dozens of unpermitted methane gas turbines without public notice, permits, or air pollution controls,” the nonprofit alleges, adding: “These pollutants can cause increased rates of asthma, heart disease, and cancer.” 

Turbines at the xAI facility
(Credit: SELC)

The 58-page letter warns that the NAACP intends to file the lawsuit against xAI for allegedly violating the Clean Air Act by using as many as 35 gas turbines without the appropriate permits. 

The letter is an escalation from the SELC, which has been raising air pollution concerns for months. The xAI supercomputer, known as "Colossus," opened in Memphis last year and needs huge amounts of electricity to power AI training and processing. That energy consumption is also bound to increase since it’ll eventually be home to 1 million enterprise-grade GPUs, up from the current 200,000. 

In response to the air pollution complaints, the Greater Memphis Chamber said in May that xAI had begun “demobilizing” some of the gas turbines at the facility. The remaining turbines would continue to run until this fall, when a new substation was slated to be completed. 

But according to the SELC’s letter, satellite imagery indicates xAI’s supercomputer still has 26 turbines at the site. The group accuses the company of removing the smaller turbines for several larger ones. 

(Credit: SELC)

xAI didn’t immediately respond to a request for comment. But under the Clean Air Act, the SELC can only officially pursue the litigation 60 days after serving the formal legal threat. “This notice paves the way for a lawsuit that can hold xAI accountable for its unlawful refusal to get permits for its gas turbines,” the nonprofit added in a statement.

In the meantime, the local Shelby County Health Department in Tennessee is reviewing whether to issue the permits for xAI’s gas turbines. Last month, the agency said it received “more than 1,700 public comments” on the matter.

About Our Expert

Michael Kan

Michael Kan

Principal Reporter

My Experience

I've been a journalist for over 15 years. I got my start as a schools and cities reporter in Kansas City and joined PCMag in 2017, where I cover satellite internet services, cybersecurity, PC hardware, and more. I'm currently based in San Francisco, but previously spent over five years in China, covering the country's technology sector.

Since 2020, I've covered the launch and explosive growth of SpaceX's Starlink satellite internet service, writing 600+ stories on availability and feature launches, but also the regulatory battles over the expansion of satellite constellations, fights with rival providers like AST SpaceMobile and Amazon, and the effort to expand into satellite-based mobile service. I've combed through FCC filings for the latest news and driven to remote corners of California to test Starlink's cellular service.

I also cover cyber threats, from ransomware gangs to the emergence of AI-based malware. In 2024 and 2025, the FTC forced Avast to pay consumers $16.5 million for secretly harvesting and selling their personal information to third-party clients, as revealed in my joint investigation with Motherboard.

I also cover the PC graphics card market. Pandemic-era shortages led me to camp out in front of a Best Buy to get an RTX 3000. I'm now following how the AI-driven memory shortage is impacting the entire consumer electronics market. I'm always eager to learn more, so please jump in the comments with feedback and send me tips.

The Best Tech I've Had:

  • My first video game console: a Nintendo Famicom
  • I loved my Sega Saturn despite PlayStation's popularity.
  • The iPod Video I received as a gift in college
  • Xbox 360 FTW
  • The Galaxy Nexus was the first smartphone I was proud to own.
  • The PC desktop I built in 2013, which still works to this day.

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