Thousands of new fossil-fuel power sources are emerging in Texas to support the AI boom, raising environmental concerns and leaving residents feeling blindsided.
New Delhi, India Jul 9, 2026 ALN: Omaira Garcia didn’t realize life on her small ranch in Abilene, Texas, was about to change until clouds of dust—kicked up by a mysterious project next door—began to engulf her home.
The Air Force veteran says she found out about OpenAI’s plans to build its flagship Stargate data center directly beside her property only after construction began in the summer of 2024. Today, the site’s natural-gas-powered electrical plant sits roughly 500 yards from her house, the exhaust stacks clearly visible from her kitchen window.
“We weren’t given any time to understand what this impact was going to be on us,” the mother of two says through tears. “We’re trapped here.”
OpenAI did not respond to multiple requests for comment.
A spokesperson for Stargate’s developer, Crusoe, says that the data center has “contributed meaningfully to the economic development” of Abilene, and its investments are “funding new fire trucks, school expansions, and road improvements across the city.”
As President Trump seeks to fast-track AI development across the country, he has found a willing ally in Texas governor Greg Abbott, who has previously referred to the industry as the state’s “gold rush”—though his enthusiasm has recently dampened in the face of widespread opposition.
With some 300 data centers already in operation and 200 more in development, Texas could surpass Virginia as the nation’s leading data center market by 2030. Amidst the frenzy to capitalize on the AI boom, a regulatory loophole has allowed dozens of data centers like Stargate to quietly construct massive power sources that emit harmful pollutants with little to no public notice, a Floodlight investigation has found.
Typically, before you can build a major source of new emissions, you have to get a major air permit, which includes extensive environmental reviews and engagement with the local community. But in Texas, regulators have allowed some data centers like Stargate to avoid that process by first obtaining so-called minor air permits—the kind more commonly associated with dry cleaners and autobody shops and rubber-stamped with minimal review.
“Those lower-level permits get granted very quickly and often without the public knowing,” says Kathryn Guerra, who spent nearly four years at the Texas Commission on Environmental Quality (TCEQ) before joining the watchdog group Public Citizen. “That feels pretty intentional.”
These minor permits—as well as the nondisclosure agreements many developers require in their dealings with local governments and residents—are how communities like Garcia’s are left stunned when exhaust stacks pop up in their backyards.
Stargate was first announced in January 2025 as part of a $500 billion joint venture between OpenAI, SoftBank, and Oracle to construct hyperscale AI data centers across the country.
Construction was already well underway in Abilene. The 1,100-acre campus, along with its 360-megawatt onsite gas plant, were among the first hyperscale AI data centers to break ground in Texas. A wave of similar proposals has since made the state ground zero for the AI-driven build-out of fossil-fuel power plants across the US.
Lured by prolific gas reserves and an industry-friendly government, AI companies have flocked to Texas seeking to construct what researchers call a “shadow grid” of custom-built power plants capable of fueling entire cities.
“You haven’t seen anything like that since the fracking boom,” says Jenny Martos, a researcher at Global Energy Monitor, a nonprofit that tracks energy infrastructures worldwide. Martos found that Texas has put more than 80 gigawatts of new gas plants into its construction pipeline, making it second only to China. Roughly half that capacity is reserved for data centers.
Martos describes the trend as “enormous” and says it risks “locking in fossil fuel for the foreseeable future.”
Including Stargate’s Abilene campus, at least 15 gas plants tied to data centers are planned for Texas, according to research by energy analytics firm Cleanview released last month. Permits reviewed by Floodlight show that nine of them combined could emit more than 130 million tons of greenhouse gases every year. That’s equivalent to the annual emissions of 35 coal-fired power plants, according to an Environmental Protection Agency calculator.
While actual emissions are usually lower than estimates, the impact on the climate could still be enormous: If completed, these nine plants have the potential to emit more annual greenhouse gases than most countries do—even if emissions end up being half of what’s permitted.
Despite ultimately seeking to build a gas plant that could power every home in Abilene more than 20 times over, Stargate’s developers started out much smaller on paper. In 2024, they secured permission to operate on-site power sources through minor permits known as “permits by rule” and “standard permits.”
Widely understood to be used by low-level polluters across the country, these permits don’t require environmental studies, public notice, or public comment periods.
Bruce Buckheit, a former EPA air enforcement chief who served under multiple Republican administrations, says state agencies typically use the permit-by-rule process “for small things that happen a lot,” like gas stations or dry cleaners, so “they don’t have to waste their time reinventing the wheel for common stuff.”
But Stargate “isn’t common stuff,” he says. Under the minor permits, Stargate’s fleet of 10 turbines and 62 backup diesel generators are currently allowed to emit more than 1.6 million tons of greenhouse gases and 1,000 tons of combined harmful air pollutants every year. Despite being permitted for continuous use, Stargate’s developer, Crusoe, tells Floodlight that the turbines will only be used for backup power.
“Normally that permit by rule was conceived of and implemented in a case where an operator wanted a backup generator or three backup generators. When you get to 62, you start thinking, ‘Well, wait a minute, maybe the scale is wrong here,’” Buckheit says.
Stargate is far from alone. Since 2024, at least 38 data centers across Texas have received minor permits to operate onsite power sources, according to a Floodlight analysis. As a result, Texas regulators quietly sanctioned the use of more than 2,100 backup diesel generators across the state.
The Texas Commission on Environmental Quality did not answer specific questions relating to Floodlight’s findings. Instead, a representative wrote that “TCEQ only issues air permits that comply with applicable state and federal air permitting rules and regulations including applicable public participation requirements.”
While intended for emergency power, the generators are also routinely operated for testing and maintenance, according to their permits.
Taken together, the thousands of new generators identified by Floodlight are permitted to emit nearly 2,500 tons of nitrogen oxides into Texas communities every year—more than triple the state’s newest coal-fired power plant. (Nitrogen oxides are highly toxic gases associated with severe respiratory illness and even premature death.)
More than half of the data centers identified by Floodlight provided regulators with annual nitrogen oxide emission estimates that were just shy of thresholds that would require public input and more detailed environmental reviews.
For example, outside of San Antonio, a Vantage data center received permission to emit 99.8 tons per year of the gas—barely below the area’s 100 ton-per-year threshold.
In several cases, data centers secured these permits before seeking massive expansions later on, deploying a “small first, big later” strategy that watchdogs say limits public input and creates unstoppable momentum for their projects.
The year after receiving minor air permits for its 10 turbines and 62 generators, Stargate’s developers filed their first major air permit—for 41 more turbines and 18 more generators. If approved, the expansion would make Stargate one of the largest fossil-fuel power plants in the state—capable of powering more than 1 million homes and emitting more annual greenhouse gases than nearly 2 million cars.
“I sincerely doubt that the company made some last-minute decision to suddenly expand,” says James Doty, who spent nearly 30 years monitoring air quality at the Texas Commission on Environmental Quality.
Stargate’s developers circulated promotional materials in May 2025 saying they had contracts to secure 1.2 gigawatts of power by the end of that year.
To get a major permit for the Abilene campus, Stargate developers will need to equip the additional turbines with the most effective emissions reduction technology available, and the project will need to undergo extensive environmental reviews and public comment periods. But nearly two years after construction began on the project, it may be too late for local residents to do anything.
“By the time public participation is an option for community members, that facility has already been built, and there's no opportunity for the public to give meaningful input to the TCEQ about whether or not they even want that facility in their neighborhood,” Guerra says.
Former EPA air enforcement chief Buckheit says Stargate’s staggered permitting approach in Abilene could violate EPA “aggregation” policies, which are intended to evaluate the whole project. The agency’s own handbooks refer to minor permits that precede major ones as “sham permits.”
“You can't come in with a permit application for two [turbines], and then three months later, you come in with a permit application for two more,” Buckheit says.
“All of this should have been rolled into one permit,” he adds.
To learn more about the latest developments in Energy & Clean Tech, stay updated with our exclusive reports and analyses on AiLensNews.