AI's massive appetite for power, water ignites fight in high-stakes Texas Senate race

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Miller, A. (2026, August 24). AI's massive appetite for power, water ignites fight in high-stakes Texas Senate race. Fox News. https://www.foxnews.com/politics/ais-massive-appetite-power-water-ignites-fight-high-stakes-texas-senate-race

Dated when The Aporia collected the article, usually within hours of publication. Check the original for its exact date and byline.

Fox News · collected 2026-08-24 · by Alex Miller

Quick Summary

Texas Attorney General Ken Paxton has unveiled a four-point plan to address concerns about power and water costs related to the growing number of data centers in the state, which are fueled by artificial intelligence (AI). The plan is part of a high-stakes Senate race between Paxton and Democratic nominee James Talarico. Under Paxton's plan, two bills would be introduced at the federal level to prevent Chinese technology from powering data centers and create criminal liabilities for companies that use AI chatbots to endanger children. Meanwhile, Talarico has accused Paxton of taking nearly $500,000 in campaign donations from data center companies, while his own campaign has received about $10 million from LinkedIn co-founder Reid Hoffman, a pro-data center advocate.
Written locally by qwen2.5:14b on 2026-08-24, using this article's own text rather than the other coverage of the same event (that is the story summary below).

AI analysis runs on qwen2.5:14b, locally

Story summary

Texas Attorney General Ken Paxton, a Republican candidate for Senate, has unveiled a four-point plan to address concerns about the rapid growth of data centers in the state. These centers use large amounts of power and water, fueling worries among voters that their costs are skyrocketing. The plan aims to add guardrails to the expansion of data centers, which are often used for artificial intelligence (AI) purposes. Paxton's rival, state Sen. James Talarico, a Democrat, is also expected to unveil his own plan on the issue soon. The controversy comes as both candidates compete in a closely watched contest for Senate seats in Texas. Paxton has stated that he believes the US will win the AI race against China and that his plan will ensure this while protecting Texas' culture, land, and families.

Written for “Texas Senatorial Election” on 2026-10-16, grounded in this article and the 0 other(s) covering the same event.

Story

📰 Texas Senatorial Election
Politics · 1 article(s) covering the same event.

Compared with similar articles

This article reads leans left and hedges 0% of its claims. Each row says how that neighbour differs.
The AI Data Center Moral Panic different event · 95%
The Dispatch
⚖️ Leans strongly right further right than this 🔴 5% hedged 1 of 20 📰 publisher trust 61
“Article A reports on Texas Senatorial candidates' plans to address AI boom and data centers, while Article B discusses a nationwide political battle over data centers without mentioning Texas or the senatorial race.”
The Guardian
⚖️ leaning not scored 🔴 16% hedged 19 of 117 📰 publisher trust 68
“Article A discusses a potential backlash in Ohio, while Article B describes an issue in Texas”
The Free Press
⚖️ Leans right further right than this 🔴 11% hedged 1 of 9 📰 publisher trust 96
“Article A focuses on a Texas Senate race and data center regulation, while Article B discusses AI progress and regulation in general, with no direct connection to the Texas Senate race or data centers”
TIME
⚖️ Leans left 🔴 6% hedged 6 of 107 📰 publisher trust 60
“Article A describes a plan announced by Texas Attorney General Ken Paxton, while Article B discusses announcements and U-turns made by Governor Greg Abbott and Pennsylvania's Josh Shapiro”
How this article was measured signals, leaning charts, publisher record, byline, topics and claims

Signals How these are calculated →

Claims extracted
27
sentences that state something as happening or true
Uncertain
0%
0 of 27 hedged ("reportedly", "may", "according to")
Leaning
Leans left
of the writing, not the subject · beta estimate
Publisher signals
67/100
Fox News's corrections and hedging, across everything collected from it. Not a measure of accuracy.
Outlets on this story
1
Politics
Same framing elsewhere
1
articles that frame the event the way this one does
Analyzed 2026-08-24 · how these are computed

How this is being covered How these are calculated →

Article leaning vs. publisher reliability
Source leaning vs. consistency

Publisher

Fox News · 4341 article(s) · 9 correction(s) detected
Running correction rate · 9 correction(s)

Who wrote this

Alex Miller
33 article(s) here · 1 carrying a prediction
🔮 " "Law enforcement officials are working to intercept any additional letters before they are delivered, however, it is possible that some letters may reach their destinations," the notice from the U.S. Senate Sergeant at Arms read.
🔮 "This update shows that Jack Smith and the Biden Justice Department collected incredibly invasive donor data — and voter data — beyond what could conceivably be necessary for him or his team to fulfill the [special counsel office’s] mandate," Grassley said.
🔮 We are laser-focused on winning, and our candidates will run the races necessary to best represent their districts and prevent Democrats from taking control," RNC spokeswoman Natalie Baldessarre said.
🔮 U.S. Ambassador to Greece Kimberly Guilfoyle may soon be the target of a Senate investigation following a bombshell report accusing her of influence peddling.
🔮 Senate Minority Leader Chuck Schumer, D-N.Y., is confident that Democrats will win the Senate, but whether they support him as leader remains to be seen.
🔮 "To the Great People of Arkansas, please let your Senator know it would be a GREAT Bipartisan WIN for the United States Senate, and for America, itself."
🔮 "To the Great People of Arkansas, please let your Senator know it would be a GREAT Bipartisan WIN for the United States Senate, and for America, itself."
🔮 Republicans are quietly warning that the true consequence of losing the Senate could be one that shapes the makeup of courts and the law for years to come.
🔮 "To the Great People of Arkansas, please let your Senator know it would be a GREAT Bipartisan WIN for the United States Senate, and for America, itself."
🔮 Qatar is and will remain an essential ally of the United States." "Of course, I was also candid with him, in particular regarding my deep concerns about the transfer of the luxury plane," he continued.
Also by Alex Miller
Nothing else under this byline is closely related to this article, so these are simply their most recent.
All 33 articles by Alex Miller →

Topics

Fox News Digital Senate Texans Texas the Lone Star State

Subjects

Paxton PERSON · 8× Texans ORG · 5× Senate ORG · 4× Talarico PERSON · 4× Texas GPE · 4× Ken Paxton PERSON · 3× Fox News Digital ORG · 2× James Talarico PERSON · 2× Democratic NORP · 1× the Lone Star State GPE · 1×

Narrative

Texas Attorney General Ken Paxton is rolling out his own plan to address what has become a political pressure point in Texas politics during this midterm cycle: how to add guardrails to the explosion of data centers across the state as voters’ concerns rise about skyrocketing power and water costs.
framing: assertive · carried by 1 article(s) · first seen 2026-08-24
🔮 "There’s no doubt in my mind that the United States will beat the Chinese Communist Party in the AI race," Paxton said in a statement.

Claims (27 extracted, 0 hedged)

There’s an ugly political fight brewing in the Lone Star State over data centers, and both candidates running for Senate are racing each other to unveil their plans to slow the AI boom in Texas. asserted
candidates → ’ → Texas
Texas Attorney General Ken Paxton is rolling out his own plan to address what has become a political pressure point in Texas politics during this midterm cycle: how to add guardrails to the explosion of data centers across the state as voters’ concerns rise about skyrocketing power and water costs. asserted
concerns → roll → costs
The four-point plan, first obtained by Fox News Digital, details steps at the federal and state levels on the issue and comes in the waning weeks of a closely watched contest for power in the Senate between Paxton and state Sen. James Talarico, the Democratic nominee. asserted
plan → obtain → Paxton
"There’s no doubt in my mind that the United States will beat the Chinese Communist Party in the AI race," Paxton said in a statement. asserted
Paxton → ’ → statement
"This plan will ensure that happens while putting Texas First, protecting our culture and land, and safeguarding our families and communities. asserted
that → ensure → families
My plan will also work to ensure that data centers are not utilized to power AI platforms that endanger our children. asserted
that → work → children
His plan comes after Talarico, who has used the issue of data centers as a political cudgel against Paxton, convened bipartisan roundtables and hit the Republican nominee for taking in nearly $500,000 in campaign donations to a variety of political action committees (PACs) that support him. asserted
that → come → him
"Ken Paxton took nearly half a million dollars from data center companies and has ignored Texans in Hood County who asked him to help block a data center development in their community," Talarico campaign spokesperson JT Ennis told Fox News Digital. asserted
Ennis → take → Digital
"While Ken Paxton funnels data center money into his campaign, James is fighting to hold data centers accountable. asserted
centers → funnel → campaign
Texans can’t afford a Senator who’s bought by big data center companies," he continued. asserted
he → afford → companies
"Texans can’t afford Ken Paxton’s corruption. asserted
Texans → afford → corruption
" He’s also not scot-free from receiving data center-adjacent money, either. asserted
He → ’ → money
Talarico’s political operation, through his Lone Star Rising PAC, has received about $10 million from LinkedIn co-founder Reid Hoffman, an advocate for data centers who has argued about the value that they present in the AI arms race against China. asserted
they → receive → China
"While James Talarico and his campaign infrastructure accept millions of dollars from data center-affiliated donors and put their interests first, I will lead with Texans at the forefront. asserted
I → accept → forefront
That’s exactly why I am proud to release my 4-Point Plan that will put Texans First and protect our communities," Paxton said. asserted
Paxton → ’ → communities
The first three pillars of Paxton’s plan address actions against data centers at the federal level. asserted
pillars → address → level
They would see Paxton author two bills in the Senate to prevent Chinese technology from powering data centers or being used in American infrastructure and creating criminal liabilities for data center companies if the centers empower AI chatbots that undermine children's safety. asserted
that → see → safety
He would also join as a co-sponsor on the DATA Act, a bill from Sen. Tom Cotton, R-Ark., that would create a new federal category for data centers to produce their own independent power away from preexisting power grids. asserted
that → join → grids
Talarico’s offering would repeal state tax exemptions for data centers, mandate that data centers cover 100% of grid connection costs, and require closed-loop water recycling systems. asserted
centers → repeal → systems
It would also give local governments the power to veto project developments. asserted
It → give → developments
Paxton similarly wants to undo sales tax exemptions for data centers, something he notably supported over a decade ago while in the state legislature. asserted
he → want → legislature
Back in 2013, when he was serving as a freshman state senator in the Texas Legislature, Paxton voted in favor of 100% sales tax exemptions for data centers, which passed on a nearly unanimous vote out of the state Senate. asserted
which → serve → Senate
While that exemption required a hefty ground-floor investment of $200 million and employment requirements to receive, it also sparked the present-day boom in data centers. asserted
it → require → centers
Meanwhile, at the state level, Paxton would also push Texas Gov. Greg Abbott’s new directive unveiled earlier this month to effectively freeze the data center explosion. asserted
Paxton → push → explosion
Abbott touted earlier this week that his directive has so far halted roughly 1,800 data center projects in the Lone Star State. asserted
directive → tout → State
It requires data centers to disclose how much power they’re using and whether they will produce independent power, their water consumption, financial incentives they’ve received, a plan to lower the impact on local communities and documented ownership of the center. asserted
they → require → center
"These guidelines are now the universally applied standard in Texas," Abbott said on X. asserted
Abbott → apply → X.
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