Oracle and OpenAI Build Massive AI Data Center in Drought-Stricken New Mexico

Oracle and OpenAI Build Massive AI Data Center in Drought-Stricken New Mexico

6 min read•Jun 17, 2026•
Sarah Chen
Sarah Chen

Oracle and OpenAI are constructing one of the nation’s largest data centers in New Mexico’s Chihuahuan Desert, a region in the grips of a historic drought that killed over 200,000 acres of forest in 2025 alone. The project, named "Project Jupiter," forces the tech industry to confront the growing resource demands of AI infrastructure in water-scarce communities.

The Scale of Project Jupiter

Project Jupiter will span 1,400 acres in Doña Ana County, just two miles from the Mexican border. The complex is designed to generate 2.5 gigawatts of electricity — enough to power more than half of New Mexico’s current demand — and represents a potential $165 billion investment if developers hit their targets. The site is larger than New York’s Central Park.

The data center will run Oracle’s cloud infrastructure and OpenAI’s AI workloads, making it a critical piece of the AI buildout that has driven half of all U.S. electricity demand growth in recent years.

New Mexico’s Water Crisis

While Project Jupiter promises massive economic impact, it arrives as New Mexico faces its worst drought on record. According to the New Mexico Forestry Division’s 2025 Forest Health Conditions Report, the state recorded its second-warmest year ever, and 71% of the state was in moderate drought by the end of 2025. The lower Rio Grande is now a river of sand for most of the year, while the underlying aquifer drops by more than a foot annually.

Tree mortality hit 209,000 acres in 2025 — a 200% increase over the previous year — driven by bark beetles that thrive in drought-stressed forests. “We had a bleak winter and little to no snowpack,” said Victor Lucero, forest health program manager for the New Mexico Forestry Division. “Things may change with respect to tree mortality if things remain hot and dry.”

The state’s official 50-Year Water Action Plan projects a 25% reduction in available river and aquifer water within five decades, facing a shortage of 750,000 acre-feet without sustained action — a calculation made before the latest drought escalation.

Dry, cracked earth at the edge of a reservoir in New Mexico, showing severe drought conditions

A Novel Approach to Water Usage

Early reports suggested Project Jupiter would consume nearly a million gallons of water daily, alarming local residents and environmental groups. In response, Oracle revised its plans, switching from water-intensive natural-gas turbines to fuel cells. The company now says the combined data center and fuel cell system will use about 11 million gallons of non-potable water per year — all in closed-loop, recycled systems.

“We are excited to move forward with this updated energy solution, which reflects our commitment to both the latest innovation and community priorities,” said Mahesh Thiagarajan, executive vice president of Oracle Cloud Infrastructure, in an April statement.

Oracle has a formal goal to halve water use in water-stressed regions by 2035 and claims a 53% reduction in potable water at its owned facilities since 2015. OpenAI, newer to operating its own data centers, has not yet published a sustainability report.

The project purchased existing water rights from a nearby sod farm — 2,400 acre-feet per year — rather than drawing new water. New Mexico State Engineer Elizabeth Anderson told NPR that the transfer simply repurposes existing rights. “It’s not gonna be taking water away from farmers,” she said.

Still, the broader picture remains precarious. A January report from the New Mexico Groundwater Alliance, backed by the Environmental Defense Fund and water district officials, directly cited “water-hungry data centers” as a threat to already plunging groundwater levels, noting without proactive strategy more communities will face aquifer depletion.

Economic Development vs. Local Opposition

Doña Ana County, one of New Mexico’s poorest regions, stands to gain substantially from Project Jupiter. Developers have pledged $360 million for schools and local infrastructure, $50 million for an upgrade to the county’s deteriorating water utility, and $12 million annually to the county budget. One in four children in the county lives in poverty.

Yet the project has faced local opposition, reflecting a national trend. A Gallup poll this spring found that 71% of Americans oppose an AI data center in their local area — a higher opposition rate than nuclear power plants. Communities across the country have moved to block or delay projects worth more than $85 billion.

“What these projects can provide to communities comes as a crossroads,” noted a recent Fortune analysis, as data centers have driven half of U.S. electricity demand growth while political pressure from rising electricity costs reshapes the political landscape. Nearly 50,000 Lake Tahoe residents, for example, are scrambling for a new power source after their utility redirected electricity to serve tech facilities.

What This Means for the Industry

Project Jupiter is a bellwether for the AI infrastructure boom. As the largest data center in the U.S. comes online in one of the driest states, it forces investors and tech companies to confront a stark reality: data centers require enormous water and energy resources, and the best locations often have the least water.

  • For investors: The $165 billion commitment signals confidence that AI demand will continue growing, but water and energy constraints will increasingly dictate where capital goes. Companies that secure resources early — as Oracle did with water rights — may gain a competitive advantage.
  • For competitors: Microsoft, Google, Amazon, and Meta are all racing to build AI-optimized data centers. Oracle’s ability to secure massive capacity in a difficult environment could give it leverage, especially for OpenAI, which has been scaling its infrastructure rapidly.
  • For the tech industry broadly: The tension between AI expansion and resource scarcity is no longer theoretical. Expect more projects to face local pushback, more companies to invest in closed-loop water systems and fuel cells, and more scrutiny from regulators. AI’s environmental footprint will become a central topic in boardroom and political debates.

Conclusion

Project Jupiter exemplifies the hard trade-offs inherent in the AI buildup: vast computing capacity in a region running out of water. Oracle and OpenAI have taken steps to minimize their impact by switching to fuel cells and closed-loop water systems, but the broader trend of data centers concentrating in drought-prone areas will only intensify as AI demand grows. The question for the industry is whether technological efficiency can outpace the resource constraints that come with operating at planetary scale.

According to the original report from Fortune, the $165 billion project is a test case for how Big Tech navigates the collision between ambitious AI infrastructure and the physical limits of water and energy.

Arizona appeals court vacates manslaughter sentence after AI video

An Arizona appeals court vacated the 10.5-year sentence of Gabriel Horcasitas while upholding his manslaughter conviction, first reported by Nytimes. The case returns to Maricopa County Superior Court for resentencing without the video, after judges found that it presented scripted statements as if the victim himself were speaking in court.

The three-judge panel said the video generated a likeness of Christopher Pelkey’s voice and appearance but did not reflect actual events. It found that allowing and relying on the video made the sentencing fundamentally unfair, and noted that no prior Arizona case had addressed the admissibility of such a depiction at sentencing.

The judges said a victim’s right to speak cannot override a defendant’s right to be sentenced on accurate, reliable information. They said the video collapsed the distinction between the family’s belief about what Pelkey would have said and Pelkey’s own voice and opinions.

The ruling distinguishes family members speaking about Pelkey from a generated likeness that appeared to speak for him.

Pelkey’s sister, Stacey Wales, presented the video during Horcasitas’s sentencing alongside victim-impact statements from family and friends. Wales wrote the script and said her husband and the couple’s longtime business partner helped create the video using Pelkey’s voice from a YouTube video and his face and torso from a funeral-service poster.

Judge Todd F. Lang praised the video as genuine, then imposed the maximum sentence of 10.5 years, more than the nine years prosecutors had sought.

Wales said nobody intended to make the court believe Pelkey was alive or that he had recorded the video before his death. She said she disagreed with the ruling and argued that families use slide shows, collages, hypothetical conversations and poetry to convey grief.

Wales compared the AI video with photography, saying it took 15 years of landmark cases around the 1860s before photography was widely accepted in courts.

The case returns to Maricopa County Superior Court for a new sentencing hearing without the AI-generated video.