The AI Empire in Plain Sight

XNewsAi · Original investigation · West Texas · October 2026

West Texas is becoming a major center of the global AI buildout. The technology, the money and the university partnerships are real. So are the questions about what it means for the people who live here.

Something extraordinary is happening in West Texas. And much of the story is hiding in plain sight.

In Abilene, Crusoe, Blue Owl Capital and Primary Digital announced a $15 billion joint-venture funding program for a Stargate campus. At Texas Tech University in Lubbock, the university system says it is investing $25 million in NVIDIA's Blackwell Ultra computing platform for research. Outside Amarillo, in Carson County, a company called Fermi America is planning an AI energy campus on land it leases from the Texas Tech University System for 99 years. Its proposed generating capacity is so large that comparing it with an ordinary data center barely makes sense. In the Permian Basin, Chevron and Microsoft have signed a 20-year power agreement for a proposed multigigawatt plant in Reeves County.

These are not all the same project. They are not all operating. And we found no evidence that one organization secretly directs them.

But they are converging on the same region. The land is here. The energy is here. The capital is coming. And increasingly, the intelligence is being built here.

The question is no longer whether West Texas will participate in the AI economy. It already does. The question is what happens next, and who gets to participate in the future being constructed.

THE NUMBER, WITH ITS LABEL

We added up every project we could document and price. The honest version of that total comes with its definition attached.

Identified project values · West Texas · as of 2026-10-24

$119.5B–$139.5B

Identified project values — gross, mixed definitions. This is not the amount already invested, financed or spent.

The range adds every West Texas AI-related project we could document and put a dollar figure on, each counted once and each labeled by what its number actually measures: company capital estimates, state building registrations, financing programs, approved university budgets and requests. It excludes contract revenue, capacity-only projects and anything we could not tie to West Texas.

• Completed / operational
• Under construction (independently verified)
• Financed / contracted
• Approved / registered
• Announced / planned
• Requested / contingent

$27.9BDocumented in a filing, registration, financing program or approved budget

$91.5B–$111.5BAnnounced or planned only — 62% of the midpoint is a single company estimate (Fermi's)

$71MRequested and not yet appropriated

None verifiedDollars confirmed spent on completed AI facilities. What is verified operating is measured in megawatts: Galaxy's Helios Phase I (133 MW of IT load delivered) and part of Stargate Abilene

That range is a gross index of reported project values. It combines company capital estimates, state-registered building costs, a financing program, approved university budgets and funding requests. Those are different kinds of dollars, and each is labeled where it appears below. We did not add the $6.5 billion TensorWave lease, because it is revenue that Fermi expects to earn, not construction or equipment spending. We did not add generating capacity or megawatts, and we left out Google's statewide $40 billion announcement because no West Texas share has been documented.

The complete data, every project with every source, is on the West Texas AI project ledger.

The editorial rule: count what's built, count what's underway, count what's committed, count what's planned, and label each honestly. A project does not have to be completed to matter. But its actual status must never be concealed.

THE MAP AND THE FOUR DASHBOARDS

Every project has a place on the project map, numbered and drawn by how far along it is: approved filings as squares, financed projects as solid circles, announced plans as hatched circles, requests as dashed rings. Pick a status and the rest fade. Telephone area codes are an editorial grouping here, not official investment or governmental boundaries, and each dashboard separates what is documented from what is only announced:

• 806 — Lubbock, Amarillo, the Panhandle and South Plains
• 940 — Childress and the Rolling Plains
• 325 — Abilene and the Big Country
• 432 — The Permian Basin

THE UNIVERSITY AT THE CENTER

Texas Tech's NVIDIA investment is significant because the university is seeking to become more than a customer of powerful computers. Its plans connect advanced AI computing with research, industry partnerships, workforce development and national security.

The university system says it is investing $25 million in the NVIDIA platform. The regents' records show a larger budget: a project budget of up to $40 million was put before the regents in May, and the computing equipment was bought through a vendor under an approval by the board chairman that the full board acknowledged in February. The records, with their wording and the funding plan, are under WHO GETS PAID.

The university has also requested $71 million from the Legislature for the 2028–29 budget cycle to expand computing capability, research and training. That money has not been appropriated. Texas Tech has received a $12 million grant from the Texas Semiconductor Innovation Fund toward a nanotechnology cleanroom, which the university describes as a $24 million project with its own match. Its Reese National Security Complex has a $50.6 million critical-infrastructure security project in design.

These developments are not all part of one contract. But they are legitimate pieces of an expanding institutional research footprint. A question remains unanswered: how much of this new computing capacity will be available to local businesses, students and independent researchers, and on what terms? A university becoming more technologically powerful is one thing. A community becoming more capable because of it is another.

For Texas Tech's NVIDIA bet in depth, and how West Texas compares with the rest of the world, see our special report. Earlier coverage of the region is collected in our West Texas report.

FOLLOW THE LAND. FOLLOW THE MONEY.

Project Matador in Carson County offers an unusually direct connection between public institutions and the commercial AI boom. SEC filings document the Texas Tech land lease and a later collaboration agreement.

The lease, filed as an exhibit to Fermi's registration statement, runs 99 years. According to the exhibit, base rent starts at about $1.2 million a year and rises to about $3.5 million by year five, and Texas Tech also receives rent tied to revenue: 1.0 percent of gross power sales and 25 percent of gross water sales. The arrangement is conditional. Fermi's quarterly filing says it must receive a notice to proceed from Texas Tech by Dec. 31, 2026, which depends on signing a first tenant for at least 200 megawatts.

Fermi says its total capital needs across all phases could range from about $70 billion to $90 billion. That is a company estimate, not money raised or spent. Fermi describes about 11 gigawatts of private-grid power generation, expandable to about 17 gigawatts. Those figures describe proposed electricity generation, not computing capacity and not electricity being produced today. The same filing says the company's financial condition raises substantial doubt about its ability to continue as a going concern, and that management concluded its plans alleviate that doubt. Carson County approved a 10-year-per-phase property-tax abatement for the project on Oct. 27, 2025; its terms are under WHO GETS PAID.

Fermi's first customer agreement is a 15-year lease with TensorWave worth about $6.5 billion in contracted revenue, covering 222 megawatts of facility power. The lease is signed but has not closed. The closing date was extended to Oct. 31, 2026, and the conditions include a rent guaranty from an investment-grade counterparty, board approvals and project-level financing. On Oct. 13 Fermi announced a credit-support agreement with AMD; the terms were not disclosed.

That distinction is fundamental. A signed agreement is not a completed facility. A permit is not a power plant. A projected billion dollars is not a billion dollars already invested. Public officials, investors, university leaders and residents deserve reporting that makes those differences impossible to miss.

THE REGION IS BIGGER THAN ONE CAMPUS

Near Abernathy, Aligned says its Project Caprock is a 540-megawatt campus and that it expects $5 billion; the company's own release uses both "regional economy" and "investments" for that figure and does not say which. In Hall County, QTS and Lancium have announced a campus with more than $10 billion in expected capital investment. In Dickens County, Galaxy Digital says Phase I of its Helios campus is complete, with 133 megawatts of IT capacity delivered to CoreWeave; its approved capacity has expanded to 1.63 gigawatts, which is approval, not built computing.

State construction registrations, which are owners' own estimates of what their buildings will cost, show Project Hyper registering three $2.4 billion buildings in Childress County, Amazon registering four $300 million buildings near Floydada, and Amazon registering three more near Fort Stockton (we read two of those three records directly). In Chevron's separate Permian project is designed to supply about 2.67 gigawatts for Microsoft, and the Texas Comptroller's records list a $6.5 billion tax-limitation investment in that power plant, which is not the cost of Microsoft's data center.

There are operating systems, contracts, construction filings, permit approvals and development proposals throughout the region. They do not carry the same certainty, and they must not be combined into one invented investment number. Taken together, they establish a scale of technological and industrial development that warrants sustained attention.

THE LEDGER

Every project, with the county it is in, what its figure measures, how far along it is, and where the figure comes from, is in the project ledger. Where we could not open the primary page, the row says so. Money that is not investment, such as the TensorWave lease, is listed there separately and never added to a total.

WHO IS CONNECTED TO WHOM

For every project we looked for a Texas Tech System role in land, contracts, research, computing, facilities or funding, and for the public bodies, incentives and conditions involved. Where no Texas Tech role was found, the commercial participants named above are the ones to follow.

The table of every project, its Texas Tech role, the public bodies and incentives involved, and whether each link is documented or simply not found is in the ledger's relationship table. "None found" means we looked and found no role in the sources we could read. It is not a finding that no relationship exists, and a documented role does not by itself show influence over any decision.

WHO GETS PAID

The money in this story moves through public institutions, so the first questions are simple: who is paid, how much, and under what document? Every line in this section cites the record it comes from. None of these records shows wrongdoing; they show terms.

The Texas Tech–Fermi ground lease

The lease is Exhibit 10.9 to Fermi America's registration statement with the U.S. Securities and Exchange Commission, dated May 14, 2025 (SEC EDGAR). The landlord is the Texas Tech University System together with Texas Tech University, and rent is payable to the System. Section numbers below are the lease's own.

How the university approved it: the regents' April 14, 2025 special meeting minutes record a motion, approved unanimously, to authorize the chancellor "to conclude the negotiations and execute any documents or ancillary documents necessary" for a ground lease of Texas Tech real property in Carson County, "under the terms and conditions set forth in Executive Session" (minutes, item III.A.2). The minutes do not name Fermi and do not state the terms; those were discussed in executive session. On July 14, 2025 the regents authorized moving the Carson County land from Texas Tech University to the System and directed that proceeds from the associated ground leases be used as a systemwide asset (minutes, item III.A.1).

Carson County's tax abatement

The county posts its agreement with Fermi, Inc. (Carson County, 44 pages). It recites that the county created Reinvestment Zone 12 on Aug. 18, 2025 and that its commissioners court approved the agreement on Oct. 27, 2025. We could not find the court's minutes, so we cannot report the vote.

• What is abated: 100 percent of the value of eligible property for county property taxes, for 10 calendar years per phase, for up to 15 phases whose certificates are submitted by Dec. 31, 2039 (§IV(B)).
• What Fermi pays instead: a payment in lieu of taxes of $2,500 per megawatt of generating capacity a year for Phase 1 and $2,750 per megawatt for later phases, plus $3 per square foot for each floor of data-center buildings, calculated on at least 500,000 square feet per phase (§IV(D)).
• A condition: noise at the site boundaries "shall not exceed 75 dB during normal Commercial Operations" (§XVIII).

Texas Tech's own NVIDIA computing project

The regents' records show the money moving in steps. On Dec. 31, 2025 the board chairman granted an "exigent circumstances approval" under the Regents' Rules for Texas Tech University to contract with ThisWay Global, Inc. for computing hardware, software and services, with a total contract amount "estimated to be $25,700,000" and "approximately $3,000,000 in facility modifications"; the item says the vendor is "contractually obligated to repurchase the equipment" if the university does not secure state funding. The full board was told about it in the Feb. 26, 2026 information agenda (February agenda book).

The May 7, 2026 agenda asked the regents to authorize "a total project budget of up to $40,000,000, including $25,720,217.63 for the Nvidia Server Racks equipment and $12,517,158 for Innovation HUB renovations and installation," including $2,000,000 for storage "that is still being sourced and confirmed." It says the project is funded through the Revenue Finance System and "is anticipated to be repaid with funds from the state (a Texas State Infrastructure Fund ('TSIF') grant submission), matched with potential future revenue sources and TTU funds appropriated from the Texas University Fund ('TUF') and the Higher Education Fund ('HEF')," and that "the maximum principal amount of debt obligations to be issued for the Project is $40,000,000" (May agenda book, item j). The May 7 minutes list the item among the minute orders approved with the consent agenda, with the words "The Board authorized" (May minutes, item I.C.1.j). They name no mover, seconder or vote count for that motion, and we could not find the August 2026 minutes that would show the May minutes approved.

Galaxy in Dickens County

The Texas Comptroller's Chapter 312 abatement database lists a Dickens County agreement with Galaxy Power LLC (record 000009532, status active): 100 percent abatement for five years, with an executed date of Aug. 21, 2023 (agreement PDF). In the agreement itself, Aug. 21, 2023 is the date the county created its reinvestment zone; the signature page is dated Dec. 11, 2023 for the county and Feb. 1, 2024 for the company. The company agrees to an annual payment in lieu of taxes of $152,000 during the five years, and the agreement estimates the project at about $80 million. The agreement does not mention Galaxy's Helios campus, so we cannot confirm from it that it covers that campus.

THE MONEY AROUND IT

Campaign contributions are legal, and they are public: the Texas Ethics Commission and the Federal Election Commission publish them. This section reports what those records list, by title and company. A contribution record shows who gave and who received. It does not show why, and nothing here says that one thing led to another.

State campaign accounts

From the Texas Ethics Commission's campaign finance records (TEC search), read from its bulk data files stamped Oct. 24, 2026:

• The Texas House Speaker, who represents Lubbock, received $50,000 on Sept. 4, 2025 from a contributor whose filing lists the employer "Fermi America" and the occupation "CEO & Co-Founder." The same gift appears on two of the Speaker's reports, because special-session items are repeated on the next regular report. It is one contribution.
• The lieutenant governor's campaign committee received $50,000 on Feb. 13, 2026 from a contributor whose filing lists the employer "Fermi America" and the occupation "Owner." The filing spells the surname differently from the Speaker filing and gives an Amarillo address. We have not established that it is the same person as Fermi's then-chief executive and co-founder, who held that title until April 17, 2026 according to the company's proxy statement.
• The governor's campaign committee, which the Commission classifies as a specific-purpose committee, received $100,000 on Oct. 20, 2025 from a contributor with the same name as Fermi's then-chief executive. That filing lists a different employer, Quantum Energy Partners, LP, and the occupation "Energy Finance." We have not established that it is the same person.
• The governor's campaign committee also received $50,000 in September 2026 from a contributor whose filing lists the employer "Aligned" and the occupation "CEO." Aligned's website lists its chief executive.
• A state representative (House District 88) received two $5,000 contributions, in January and June 2026, from a contributor listed as chief executive of Lancium; the January filing misspells the surname. The same contributor gave $3,123.05 to another state representative (District 56) in August 2026. Lancium's website lists its chief executive and co-founder.
• Lancium itself, as a company, gave $3,500 in all in September and October 2026 to a school-measure committee in Childress.

A federal joint fundraising committee

In its first-quarter 2026 report to the Federal Election Commission (FEC filing), TEAM RONNY, a joint fundraising committee registered with the commission (committee ID C00754044), lists four contributions from people who give Fermi as their employer: $15,000 on Feb. 19 from a contributor listed as Fermi's chief operating officer; $7,500 on Feb. 19 and $7,500 on March 3 from a contributor listed as Fermi's CEO; and $15,000 on Feb. 23 from a contributor listed with the employer "Fermi" and the occupation "Development." That is $45,000 in all. We did not read the committee's registration, so we cannot say which candidates and committees share its proceeds.

What we looked for and did not find

• We found no contributions from Fermi America, Lancium, Aligned or TensorWave, or from the executives named in these filings, to the principal and affiliated committees of the Republican and Democratic candidates for U.S. Senate in Texas that our Senate-race coverage describes (FEC data, bulk files downloaded Oct. 25, 2026).
• We found no political action committee for Fermi, Lancium, TensorWave or Aligned in FEC or Texas Ethics Commission records, and no corporate contribution from Fermi or Aligned in the Texas records (TEC search).
• We found nothing at all for TensorWave in either database.
• We did not review reports that local officials file locally, contributions by lobbyists, or filings made after our data downloads.

Who is registered to lobby

Texas Ethics Commission lobby registrations for 2026, read from the commission's published list on Oct. 25, 2026 (TEC lobby lists), show how many lobbyists each party has registered. The compensation ranges on those registrations are estimates filed per lobbyist per client at registration; they are not payments and cannot be added together.

• Fermi America: six registered Texas lobbyists in 2026 (TEC list). The highest compensation range filed for any one of them is $111,220 to $222,439.99.
• Federal filings for Fermi America: two Washington firms registered and reported under the federal Lobbying Disclosure Act in 2025–26. One registration describes the issue as "gigawatt scale private electric grid development in Amarillo, Texas." Both firms filed termination reports with a termination date of March 31, 2026 (Lobbying Disclosure Act database). The filings do not say why.
• Lancium: four registered Texas lobbyists. QTS: three. Crusoe: one. Data Center Coalition: five.
• Texas Tech University System: five registered lobbyists. City of Lubbock: five. They are the same five people.

WHAT THE STATE AND CITY HAVE DONE

Elected officials have not been standing still. These are the actions on the record, in the governor's office's and the press's own words.

The governor's four directives

• June 10: directed the Public Utility Commission and ERCOT to protect residential customers; "the PUC must require data centers to fully fund the costs of electric infrastructure needed to serve their operations" (governor's office).
• Aug. 3: directed the PUC and ERCOT to conduct "a comprehensive verification and audit of all data centers advancing through ERCOT's interconnection process" (governor's office).
• Sept. 14: directed the Texas Water Development Board to compel major water users, including data centers, to comply with water-use reporting requirements and to impose legal consequences for failures to report (governor's office).
• Sept. 21: directed the Texas Commission on Environmental Quality "to halt all permits sought by data centers until the Electric Reliability Council of Texas (ERCOT) completes its audit." The same announcement pledges that next session the governor will work with the Legislature "to eliminate any financial incentives for data centers" (governor's office). That is a pledge for the next legislative session, not an action already taken.

Did permitting stop? The watchdog groups FracTracker Alliance and Public Citizen reported on Oct. 19 that some permits tied to data centers kept moving after the Sept. 21 directive (FracTracker). The governor's press secretary told Inside Climate News that "No permits have been approved," and the state environmental agency's interim executive director wrote on Oct. 19 that applications subject to the directive are paused (KUT / Inside Climate News). The groups say they could not confirm every permit's link to a data center.

Lubbock

On Sept. 22, the Lubbock City Council voted 5–2 to begin the procedure for a 90-day moratorium on large data centers; a separate petition for an 18-month moratorium failed without a second, according to Texas Public Radio. Lubbock's mayor said, "No one's coming to Lubbock in the next year anyway with a data center" (Texas Public Radio). As of Oct. 10, the moratorium had not been adopted: it needs two public hearings, the first expected in November, and a three-quarters vote of the council (High Plains Public Radio). That report also describes the 18-month petition as "also before the council," which conflicts with the first account; we could not resolve it from the city's records, which we did not find. We found no report of any later action.

THE GOOD OL' BOYS QUESTION

Opinion

West Texas has long relied on relationships among business leaders, universities, elected officials, landowners and institutions. Some people call that the good ol' boys club. Others call it economic development. Neither description, by itself, establishes how a particular deal was made.

The evidence is in the contracts, board decisions, financing arrangements, public incentives, regulatory approvals and the people exercising documented authority. Who proposed the agreements? Who approved them? Who benefits financially? What was promised to the public? What obligations are enforceable? Power does not have to be illegal to deserve public scrutiny, and transparency should not depend on whether someone already knows the right people.

WHAT THE REST OF THE WORLD IS BUILDING

West Texas is not alone. Each of these figures measures something different, so we show what each one is and whether it can be set beside a West Texas number.

We found no worldwide dataset that ranks regions by proposed AI investment, so we do not rank West Texas. What the sources support is narrower: several of the largest announced AI data-center projects in the United States are in West Texas, and each is dated and sourced above.

These reveal two parallel competitions. One is to build the physical infrastructure capable of producing increasingly advanced intelligence. The other is to build the research institutions, businesses, skilled workers and systems that turn that intelligence into useful economic and scientific progress. West Texas has a documented role in the first. Whether it becomes equally successful in the second remains an open question. The global comparison should answer not only how much infrastructure the region might host, but whether that investment creates lasting opportunity for its people.

THEN COMES THE ROBOT

AI is the intelligence. Robotics gives it ways to act on the physical world. On Oct. 7, NVIDIA published research from its Seattle Robotics Lab on teaching robots to assemble the tester trays used to check GB300 computing modules. By NVIDIA's own account the work is difficult and narrowly defined, and its performance still "falls short of deployment requirements." It is not evidence of autonomous robot factories operating without people, and it has no Texas connection. We found no verified evidence that West Texas has been selected as the world's main humanoid-training center. The significance is general: the same technology ecosystem producing more powerful AI is working to automate more complex physical tasks.

AND WHAT HAPPENS TO US?

This is where the conversation has to change. The International AI Safety Report 2026 describes rapidly improving capabilities alongside serious uncertainty about reliability, autonomy and employment. On jobs, it says early evidence shows no effect on overall employment, and that economists disagree about what comes next.

Nobody can responsibly tell West Texans exactly how many truck drivers, welders, engineers, bookkeepers or contractors will be displaced, or when. We can ask questions that matter today. Will local workers have access to training before their occupations change? Will local businesses have affordable access to the new technology? Will residents bear infrastructure costs while the profits flow elsewhere? Who controls the systems making consequential decisions about people's work and lives? And if powerful AI eventually performs much of the intellectual and physical work humans do today, what ensures that people keep opportunity, independence and a meaningful place in the economy?

What we could not yet quantify

The public filings we reviewed give few of the numbers a resident would need. QTS and Lancium say up to 7,000 construction jobs at peak and about 350 permanent jobs for the Hall County campus; Mother Jones reports, from Chevron's tax application, more than 25 permanent jobs at the Reeves County power plant. For the other projects we found no verified job counts, wage levels, training commitments, water-use figures, utility-bill effects or local-business contracts. Those are the documents to request: tax-abatement agreements, water and interconnection filings, workforce commitments and local purchasing terms.

These are not anti-technology questions. They are human questions.

WHY XNEWSAI IS COVERING THIS

XNewsAi is part of SystemX, a human-first technology company. SystemX's purpose is to help people remain capable and connected through technological change, through awareness, education, practical tools and connectivity.

We are not arguing that advanced AI should not exist, and we are not claiming its future consequences are already known. We are asking that the people whose lives may be transformed by it have access to the facts and a meaningful opportunity to prepare. This publication has a declared human-first perspective. That does not change our obligation to verify every material claim, represent different interests fairly, distinguish opinion from established fact, and correct our mistakes.

THE BOTTOM LINE

The AI economy is not waiting for the rest of the world to understand it. Contracts are being signed. Land is being leased. Power plants are being planned. Some systems are already operating in parts of West Texas. Some of these projects will succeed. Others may be delayed, reduced or abandoned. There is genuine opportunity here, and there are financial, environmental, labor and governance questions that deserve answers.

For generations, West Texas has helped power the physical world. Now it is helping power the digital one. The people building artificial intelligence are making decisions that could change human civilization. The people who must live with those decisions deserve to understand them.

HOW WE BUILT THIS, AND WHAT WE COULD NOT CONFIRM

• Every figure above comes from one public ledger and is counted once. Totals update when projects are added, resized, cancelled or completed.
• Every project and claim in the ledger rests on a page we could open and read. Claims we could not check against a page we could open (several company, trade-press and international pages) were removed rather than relayed.
• The Carson and Dickens County agreements are scanned images, so we read them by optical character recognition and checked the quoted passages against the page images. We could not find Carson County's 2025 commissioners court minutes, so we do not report how that court voted.
• We could not find the August 2026 Texas Tech regents' minutes, so we cannot say whether the May 7 minutes have been approved.
• We could not find Lubbock City Council minutes for Sept. 22; the account of that meeting is a news report.
• Vantage's "Frontier" campus in Shackelford County (more than $25 billion per Vantage; $53 billion in Epoch AI's estimate) and several projects with no dollar figure are listed but held out of the total until verified; the ledger marks them "Not yet quantifiable."
• We found no Texas Tech role in the Childress, Abilene or Permian projects. That reflects what we could read, not proof that none exists.

XNewsAi asked Fermi America, Aligned, the Texas Tech University System, Carson County, the governor's office, the lieutenant governor's office and the House Speaker's office for comment on Oct. 25, 2026. Responses will be added here.