The U.S. Justice Department filed a brief on Tuesday urging a court to dismiss a lawsuit against xAI and its subsidiary MZX Tech [1, 3].

The move signals a significant federal intervention in an environmental justice dispute. The case centers on whether the rapid expansion of artificial intelligence infrastructure overrides the legal protections of the Clean Air Act in minority communities.

The lawsuit, brought by the NAACP, alleges that gas-powered turbines at an xAI data center pollute Black neighborhoods [1, 2]. The facility is located in Southaven, Mississippi, near Memphis [2, 3, 4]. The NAACP said these emissions cause disproportionate air pollution in these areas, and constitute a breach of federal environmental laws [2, 6].

In its filing, the Justice Department said the case should be dismissed because it poses a national security threat [2, 5]. The brief does not elaborate on the specific nature of the security risk but aligns the federal government with the interests of Elon Musk's AI venture [4, 5].

This legal battle follows earlier warnings from the NAACP in February regarding the environmental impact of the site [6]. The tension reflects a broader conflict between the urgent demand for AI computing power and the health of the populations living near the energy sources required to sustain it.

While most reports place the facility in Southaven, Mississippi [2, 3, 4], some accounts describe the site as being in Memphis [5]. The Justice Department's support for xAI comes as the company continues to scale its data center operations to support large-scale AI model training.

The Justice Department said the case should be dismissed because it poses a national security threat.

This intervention suggests the federal government may prioritize the strategic development of AI capabilities over local environmental enforcement. By citing national security, the DOJ is creating a potential legal precedent that could shield AI infrastructure from standard environmental litigation, potentially limiting the ability of community groups to challenge the industrial footprint of the AI race.