The Backlash Against Data Centers
Who is behind America's data center revolt, what its three core claims are worth, what the Bannon-to-Bernie coalition can and cannot do — and what a moratorium would actually cost. 47 pages, 212 sources.
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The Data Center Backlash: Facts, Frictions, and the Future of the Grid
A 10-minute audio interview about the report with Dr. Krzysztof Pietroszek, President of FAIR Labs. Produced with www.allais.com.
Summary
The revolt is real, mostly homegrown, and mostly wrong about the facts, but right about who should pay.
Seventy percent of American voters now say they oppose a data center near them. More than five hundred organizations demand a national moratorium; a senator and a congresswoman have drafted one; a governor has signed the first statewide pause. The most convenient explanation, that Beijing is paying for it, has been examined by OpenAI, NPR, Clemson's media-forensics lab and a Utah federal court, and it does not hold. What holds instead is more useful: the three claims powering the revolt are, in order, false, misdirected, and half-true, and the half that is true is a market-design problem that a moratorium cannot fix and a tariff can.
This Special Report of the Frontier Series audits the revolt against data center construction in the United States. It asks four questions the debate keeps answering by assertion: whether foreign money or messaging is behind the opposition; what the China angle actually threatens; whether the three claims most often made against data centers — that they are dumped on poor communities, that they drain the nation's water, and that they raise everyone's electricity bill — survive contact with the evidence; and what happens to communities, and to the country, when the answer to those claims is a moratorium rather than a rule. Its central finding: the grievances are mostly homegrown, the myths are mostly wrong, the genuine problems are mostly local and fixable by tariff and siting design, and the blunt instrument now spreading through statehouses would forfeit real fiscal dividends while relocating, not preventing, the facilities it targets.
Key findings
- The X report says less than it is said to say. X found a 200,000-account bot farm and 200 accounts within it touching AI and energy policy: no payer named, no reach published, and about 90 posts from a single month with zero engagement when Clemson audited them. The operation was real. "Two hundred thousand paid accounts attacking data centers" is not what was reported.
- The revolt is a Bannon-to-Bernie coalition, and history says what that produces. A majority of MAGA Republicans and four-fifths of liberals oppose a local data center. Left-right convergences (NAFTA, the Fed audit, Amash-Conyers, the TPP) block well and build badly, because the wings share an enemy and not a remedy. Expect a patchwork of state rules, not a national moratorium.
- The real stake is adoption, not compute. America holds about 75 percent of global AI compute and is losing the layer that decides whose standards the world runs on: Chinese open models passed US models in downloads in August 2025 and now carry about 70 percent of derivative fine-tunes. The capability gap has narrowed to 2.7 points on twenty-three times the investment.
- The capacity sits in rich counties, and water is a siting problem in a national-crisis costume. Loudoun County, the richest county in America, holds more capacity than every secondary US market combined. All US data centers evaporate about 17 billion gallons a year on site; American lawns take roughly 190 times that. Both grievances are local and fixable.
- Prices rose where market design let a forecast set the bill. PJM's capacity costs went from $2.2 billion to $16 billion in four auctions, and its own monitor attributes 46 percent to data centers. Texas, Georgia, Iowa and Arizona host comparable load with flat rates. Through 2024, load growth lowered average rates; the sign flipped only where tariffs let large loads pay less than their cost.
- Moratoria relocate; conditions regulate. Ireland froze Dublin's grid from 2021 to 2025 and got one project and a €100 charge per household anyway; Singapore's pause built Johor; Tucson's "no" left Project Blue on county land one jurisdiction over. Frankfurt's efficiency standards coincided with record capacity. The dividend forgone is not abstract: $795 million a year in Loudoun, and a $50,935 bonus for every veteran teacher in Richland Parish.
Questions this report answers
- Is opposition to US data centers funded by China or other foreign actors?
- The report finds no evidence that foreign money is behind the opposition. X's disclosure of a 200,000-account bot network included about 200 accounts touching AI and energy policy, with no payer named and negligible engagement when audited by Clemson's Media Forensics Hub. OpenAI, NPR and a Utah federal court reached similar conclusions. The grievances are overwhelmingly homegrown and bipartisan.
- Do data centers raise everyone's electricity bill?
- Only where market design allows it. In PJM, capacity costs rose from $2.2 billion to $16 billion across four auctions and the market monitor attributes 46 percent of that to data centers. Texas, Georgia, Iowa and Arizona host comparable loads with flat rates. Through 2024, load growth lowered average rates nationally; bills rose where tariffs let large loads pay less than their cost. The fix is a large-load tariff, not a moratorium.
- Are data centers draining America's water?
- US data centers evaporate roughly 17 billion gallons a year on site; residential lawn irrigation uses roughly 190 times that. Water stress is real in specific arid sites and is a siting and cooling-design question, not a national crisis.
- Are data centers being dumped on poor communities?
- No. Capacity is concentrated in wealthy counties. Loudoun County, Virginia, the richest county in the United States, holds more data center capacity than every secondary US market combined.
- What happens when a state or country imposes a data center moratorium?
- Moratoria relocate projects rather than prevent them. Ireland's 2021 to 2025 Dublin grid freeze produced one project and a household levy anyway; Singapore's pause shifted capacity to Johor, Malaysia; Tucson's rejection moved Project Blue to county land next door. Conditions (efficiency standards, large-load tariffs, siting rules) regulate; Frankfurt's efficiency standards coincided with record capacity.
- How much tax revenue do host communities collect from data centers?
- Loudoun County collects about $795 million a year in data center tax revenue. Richland Parish, Louisiana, was able to fund a $50,935 bonus for every veteran teacher from a single project.
How to cite this report
The Backlash Against Data Centers: Foreign influence, local grievances, and what the evidence actually shows. FAIR Labs Frontier Series, Special Report. Fair Artificial Intelligence Research Labs, 2026. Available at https://fairlabs.ai/research/frontier-special-the-backlash-against-data-centers
FAIR Labs (Fair Artificial Intelligence Research Labs) is a nonpartisan 501(c)(3) research institute in Washington, DC. Its reports may be reproduced with attribution for non-commercial purposes. For interviews, briefings or data requests, use the contact form.