A hidden environmental drama is unfolding in Texas: data center developers fueling the artificial intelligence boom are systematically exploiting legal loopholes to avoid public oversight of their own power plant construction. This represents a massive evasion of responsibility that could have serious consequences for the environment.
The scheme is simple and cynical. Instead of obtaining a comprehensive permit for a major pollution source, which requires mandatory environmental reviews and notification of local residents, companies break their projects into smaller pieces. They submit applications for individual turbines and generators under a simplified procedure originally intended for small, standard installations. This allows them to avoid public hearings and speed up the construction process.
The scale of the phenomenon is staggering. Since 2024, at least 38 data centers in Texas have obtained permits for their own electricity generation in this manner. More than half of them artificially understate their reported nitrogen oxide emissions, teetering on the edge of the 100-ton-per-year threshold, beyond which mandatory public procedures kick in. For example, the Vantage data center near San Antonio received a permit for 99.8 tons of emissions — just 0.2 tons below the critical mark.
The "small first, big later" strategy
Former employees of the Texas Commission on Environmental Quality (TCEQ) describe this tactic as "small first, big later." Companies deliberately fragment a single project into many small applications, and then, once all permits are obtained, combine the installations into a full-scale industrial power plant. According to Bruce Buckheit, former head of EPA enforcement, this practice may directly contradict requirements to consider interconnected parts of a project as a whole. This is a direct challenge to the regulatory system.
The most striking example is the Stargate data center in Abilene, a flagship project of the OpenAI, SoftBank, and Oracle initiative with announced investments of up to $500 billion. In 2024, its developers received simplified permits for 10 gas turbines and 62 diesel generators. According to documents, this equipment can emit more than 1.6 million tons of greenhouse gases and about 1,000 tons of other pollutants per year. And this is only the first phase. An expansion application has already been submitted, which will increase the power plant's capacity to a level sufficient to power more than 1 million homes, with annual pollution comparable to the emissions of nearly 2 million cars.
Gas boom and colossal risks
Texas already has about 300 data centers in operation, with another 200 under development. According to Global Energy Monitor, 80.6 GW of new gas-fired power plants have been announced in the state, with nearly half of that capacity — about 40 GW — intended specifically for direct power supply to data centers. In terms of gas capacity under development, Texas is second only to China. Cleanview analysts have identified 59 data centers in the US with plans to build their own power plants with a total capacity of about 90 GW, but only about 2 GW have been commissioned so far.
My professional opinion: we are witnessing a classic conflict between rapid technological progress and an outdated regulatory framework. While regulators at TCEQ try to justify their inability to respond by citing a "high level of compliance" and conducting 100,000 inspections per year, the reality is that more than 1,400 enforcement cases remain unresolved. Companies are playing by rules they themselves helped create, exploiting bureaucratic gaps. AI infrastructure investments are undoubtedly an economic driver, but the price we pay for this growth in the form of uncontrolled emissions could be catastrophic for the environment and the health of local communities. The system needs urgent reform, otherwise Texas risks becoming not only a global AI hub but also an environmental disaster zone.