What explains the growing bipartisan Republican backlash against AI data centers—especially in Texas—and how are Republican candidates such as Governor Greg Abbott and Attorney General Ken Paxton, opponents in the Texas governor’s and Senate races, candidates in states including

The backlash is driven by a collision between a national pro-AI growth strategy and highly local costs: fears of higher electricity and water bills, grid unreliability, pollution and noise, land-use conflicts, and tax breaks for facilities that create relatively few permanent jobs. It has become a potent bipartisan midterm issue because opponents can frame data centers as Big Tech receiving public subsidies while households absorb the risks. 34

Why Texas is central

• Texas has become a major test case because requested grid connections from data centers and other large users rose from roughly 48 gigawatts in 2023 to more than 474 gigawatts, raising doubts about whether much of that demand is real, financeable, or compatible with grid reliability. 2

• Governor Greg Abbott has sharply shifted from calling Texas the “epicenter of AI development” to seeking broad restrictions during his reelection campaign. 17

• Abbott paused new data-center approvals in the grid-interconnection process pending review, citing reliability risks. 5 His subsequent directives reportedly suspend roughly 1,800 developments, end some tax incentives, seek to curb water and energy use, and tell technology companies to help reduce customers’ electricity costs. 6

• The political logic is straightforward: rural and suburban communities see visible construction, land conversion, water demands, noise and light, while voters associate the expansion with their utility bills. The promised benefits—construction work, local tax base, and possible rural investment—are diffuse, conditional on incentive deals, and often less tangible than the perceived costs. 34

Republican repositioning

• Abbott and Texas Attorney General Ken Paxton have joined a wider Republican turn toward moratoriums, stricter approval conditions, local control, utility-cost protections, water limits, and skepticism toward tax incentives. The shift also lets candidates answer Democratic attacks that they were too close to developers or too willing to subsidize Big Tech. 146

• In Texas’s gubernatorial and Senate contests, this makes data centers an intra-GOP vulnerability as well as a Democratic attack line: candidates can portray rivals as having enabled higher bills, weak grid oversight, or corporate giveaways. The available evidence does not establish a single uniform position for every opponent in those races, but it shows the issue has become central enough to force restrictive rhetoric across factions. 14

• The pattern extends beyond Texas. Michigan Senate candidate Mike Rogers, Pennsylvania gubernatorial candidate Stacy Garrity, and Wisconsin gubernatorial candidate Tom Tiffany have called for pauses or campaigned against permissive development; Michigan Rep. Tom Barrett has promoted stronger local control. 4

• Pennsylvania also illustrates the bipartisan nature of the reaction: Democratic Gov. Josh Shapiro imposed stricter data-center standards after previously pursuing faster development. 4

Trump and the national AI argument

• President Trump has presented data-center construction as necessary to win the AI contest with China, but he has allowed Republican candidates substantial room to oppose particular projects. He said a Republican being against a data center was “OK,” even after calling Abbott’s slowdown a mistake. 4

• That is an electoral accommodation, not a settled policy resolution. Nationally, the argument is for speed, computing capacity, investment and strategic advantage; locally, candidates are demanding that companies—not households—pay for new generation, transmission, water infrastructure and mitigation. 45

Public opinion and campaign incentives

• The issue moved quickly from marginal to mainstream electoral politics: campaigns and outside groups had spent more than $45 million on advertising about data centers since January, according to an AdImpact analysis cited by NPR. 3

• Ads commonly connect AI facilities to rising power bills; such attacks are appearing in Texas and in competitive House races in Michigan, Wisconsin and Pennsylvania. 4

• The strongest electoral message is not necessarily “ban AI,” but “protect ratepayers, protect water, preserve local decision-making, and make developers pay.” That permits Republicans to retain a pro-growth and anti-China posture while distancing themselves from unpopular projects. 456

Big Tech’s response—and a spending caveat

• Technology companies and pro-AI political groups are trying to preserve the buildout through candidate spending, broader pro-AI advocacy, and advertising intended to make the local economic case for data centers. They emphasize investment, construction, tax revenue, rural development and U.S. competitiveness, while facing demands to finance their own power and water needs. 36

• Evidence supplied here supports substantial AI-sector political spending, but not the precise claim that companies have spent “more than $300 million” specifically on data-center midterm advertising. One report describes rival AI-aligned groups as having spent nearly $24 million and promised more than $100 million further; another puts all campaign and outside-group data-center ad spending above $45 million. 38

• Thus, the defensible conclusion is that AI and tech money is large and rising, but the $300 million figure may combine wider AI-election commitments, pledges, super-PAC fundraising, or spending unrelated to data-center-specific ads. Insufficient evidence in the supplied sources supports treating it as a verified data-center-ad total.