How America’s data-center boom sparks local backlash

hyperscale data – Across the U.S., communities are resisting new data centers—especially massive “hyperscale” campuses tied to artificial intelligence—while lawmakers debate pauses and municipalities shelve projects. The dispute is fueled by fears over air, water, noise, and po

The fight over data centers has started to feel personal for many Americans: new construction proposals arrive. and local residents mobilize before bulldozers ever move.. Across the United States. citizens are mobilizing against the construction of new data centers in general—and the massive. “hyperscale” ones that fuel artificial intelligence in particular.

Data centers can increase local air pollution, though their emissions vary widely between different contexts.. Their impact on local water supplies, meanwhile, has been greatly exaggerated.. Data centers often drive up an area’s electricity bills.. But hyperscale campuses can deliver major economic benefits to their host communities, including job growth and tax revenue.. In some cases, the benefits of data center development almost certainly outweigh the costs.

Over the past four years, that argument has played out against an unprecedented construction surge. Between 2022 and 2025, annual spending on the creation of data centers in the United States jumped from $15 billion to over $35 billion, in constant dollars—and many Americans have had enough.

At the local level, municipalities are nixing data center projects at a historic clip.. Over the first three months of this year. plans for at least 20 such facilities have been shelved amid public backlash. according to an analysis by Heatmap Pro.. Together, those canceled projects represent $41.7 billion in forgone investment.

In statehouses and Congress, lawmakers are pressing for limits.. Maine’s state legislature passed a moratorium on new data centers in the state.. Gov.. Janet Mills ultimately vetoed that legislation. but insisted that she too supported freezing all data center construction in Maine. except for a single. long-planned project in the economically challenged town of Jay.. At least 12 other states are entertaining data center moratoria, while four municipalities have imposed permanent bans.. In the Senate. Bernie Sanders has introduced a bill that would pause the construction of AI supercomputing campuses nationwide. until a long list of regulations and social programs are enacted.

The rebellion is partly driven by concerns about artificial intelligence.. Some progressives. right-wing populists. and tech-wary centrists believe that unfettered AI development poses intolerably high risks—to workers’ economic security. the Earth’s climate. and/or humanity’s survival.. From this perspective. the point of blocking new data centers is primarily to throw sand into the gears of AI progress.. And if artificial intelligence really is on the cusp of wrecking civilization. then trying to choke off Big Tech’s access to computing power makes some sense.

But much of the resistance is also rooted in anxieties about the buildings themselves. which many residents increasingly see as industrial complexes that offer little beyond financial strain and environmental harm.. Activist rhetoric and viral accounts describe data centers as taking water. polluting air. despoiling landscapes. and even harming residents with “infrasounds.” Those concerns also include claims that the projects drive up municipalities’ electricity bills and siphon away tax dollars.

The pattern across the debate is stark and familiar: communities cite tangible local impacts—especially energy and emissions—while developers point to economic payoff through jobs and tax revenue, and the political response is swinging between outright pauses and case-by-case exceptions.

Data centers can be dirty

Data centers do come with some environmental costs, but the scale and uniformity of their local impacts are often exaggerated. The most serious of these harms is air pollution.

A hyperscale campus can require as much electricity annually as a midsize American city. as such complexes must power tens of thousands of continuously running processors—and then dissipate the consequent heat with industrial-scale cooling systems.. In some places, data centers meet these gargantuan energy demands by spitting a ton of particulates into the sky.. For example, xAI’s Colossus campus in Memphis is partly powered by 35 on-site natural gas turbines.. All that combustion appears to have dramatically increased the concentration of nitrogen dioxide in nearby air. with peak levels jumping 79 percent since the facility opened in 2024. according to researchers at the University of Tennessee. Knoxville.

Elon Musk’s Tennessee operation is exceptionally dirty.. But more typical data centers also tend to increase regional air pollution. at least marginally. by boosting the utilization of an area’s natural gas or coal plants and running backup diesel generators when their energy needs temporarily exceed the grid’s supply.

The problem. in this account. is tied to the type of energy a data center uses—not an inescapable feature of all server farms.. Data centers sited in regions with abundant non-carbon energy sources produce relatively little air pollution. at least by the standards of industrial enterprises.. According to Google’s official data. its Oregon cloud computing operations run exclusively on non-carbon energy sources about 87 percent of the time.

Water is less of a problem

On most other fronts, data centers’ environmental costs tend to be overstated, including claims about water use.. Server farms do need substantial amounts of water.. But this is true of almost all forms of industrial production.. Modern data centers are not exceptionally water-intensive operations. in part because they typically use closed-loop cooling systems that recirculate the same pool of H2O repeatedly.

According to the calculations of AI researcher Andy Masley, as of 2023, 0.04 percent of America’s fresh water was being consumed inside data centers. For comparison, the nation’s golf courses churned through 33 times as much H2O that year.

Still, data centers can burden especially arid regions even if they don’t take a large share of national water. Fortunately, parched localities tend to already constrain the amount of local water available for industrial purposes.

Consider Box Elder County, Utah.. There, investors are seeking to build a massive hyperscale campus over sagebrush in the state’s hinterlands.. This has prompted furious pushback from local residents. driven partly by fears that the facility would deplete the rapidly declining Great Salt Lake.. If that body of water continues losing volume, it will release plumes of toxic dust over Utah’s urban core.

In this context, residents’ concerns that a vast data center would soak up scarce reserves are understandable.. Yet, to secure its H2O, the Box Elder project needed to purchase water rights from an existing agricultural user.. This transaction did not increase the total amount of industrial water consumption in Utah. but merely transferred a small portion of a fixed pool from one business to another.

Critically. as City Journal’s Shawn Regan notes. that exchange is plausibly net-positive for the Great Salt Lake: When farmers use water to irrigate a field. much of it gets lost to evapotranspiration and never returns back to its source.. By contrast. when water courses through a closed-loop data center. it retains far more of its volume. and then gets periodically flushed back into the local watershed.. Therefore, shifting water rights from a farm to a data center conceivably reduces long-term depletion.

Finally. when sited too close to residential areas. some data centers generate noise pollution that meaningfully degrades their neighbors’ quality of life.. But server farms located in far-flung, industrial zones do not have this problem.. And contrary to some viral videos. there is no reason to think that data centers emit subaudible “infrasounds” that damage the health of those in their vicinity.

Data centers create more jobs than you might think

Even with real environmental costs, server farms are not automatically bad for host communities, the argument goes. The key question is how a given data center’s ecological harms stack up against its economic benefits—and how widely those outcomes vary.

Hyperscale campuses can enrich communities in two primary ways: by generating jobs and tax revenue.. Opponents often belittle the benefits to employment. and that skepticism is partly shaped by the fact that. once built. a server farm is among the least labor-intensive industrial facilities one can find.

Still, data center projects can meaningfully benefit workers in both the short run and the longer term.. A recent study from the Brookings Institution spotlights the employment effects.. Researchers examined labor market trends in 93 counties that welcomed their first data center between 2008 and 2024—and 3. 000 counties that never received one.. After controlling for a variety of variables. the authors estimate that the arrival of a large data center raised private employment in the former counties by 4 to 5 percent over a five- or six-year period.. Meanwhile, the data centers also appeared to lift wages for both existing workers and new hires by about 3 to 4 percent.

Those gains are driven partly by temporary spikes in construction employment.. But hyperscale data centers—the kind that powers AI—also yielded more durable jobs in the information sector.. As the authors note. vast cloud computing campuses generate demand for local fiber installers. IT contractors. managed service providers. and other types of tech firms.. And these businesses generally open near such campuses, so as to regularly service them.

This dynamic is most visible in counties that host data center clusters: when places welcomed at least four new data centers in the studied time period. their employment soared by 23 percent.. By contrast. counties with a single. non-hyperscale data center saw boosts to construction employment. but little durable growth in IT jobs.

Servers will sometimes pay your taxes

The biggest local benefit of data centers is often fiscal.. Hyperscale campuses generate a lot of tax revenue without consuming much in the way of public services.. In many jurisdictions. a data center doesn’t just need to pay taxes on its land or buildings. but also on its exceedingly valuable equipment—servers. networking gear. generators. etc.. For this reason, such facilities can yield far more revenue per acre than a housing complex or office park.

Because servers do not send any children to a municipality’s public schools. drive around on its roads. crowd its parks. or use public transit. the fiscal math can look especially lopsided.. In Loudoun County. Virginia. they now provide nearly half of the county’s tax revenue—enough to cover all of its government’s functions beyond the school system.. Loudoun County residents effectively get their local police departments. courts. parks. infrastructure maintenance. and many other social services provided free of charge. a fact that has allowed the county to slash its property tax rate by about 30 percent over a decade.

Northern Virginia’s experience is somewhat exceptional; Loudoun has been a major IT infrastructure hub for decades. and hosts 200 data facilities.. Nevertheless, other jurisdictions enjoy similar fiscal benefits at a smaller scale.. Data center development can also be especially valuable for economically declining rural towns. since such municipalities often struggle to attract highly profitable. labor-intensive industries.. A single data center’s direct labor needs are fairly light. even as its commercial value is high. and can provide rural localities with a modicum of economic development and revenue when other enterprises will not.

At the same time, communities sometimes get caught in a race to the bottom to attract data center investment, showering exorbitantly wealthy tech companies in tax incentives, embittering much of the public against hyperscale projects.

There’s reason, in this telling, to think communities could be driving a harder bargain without necessarily chasing away investment.. As Brookings notes, many of these tax breaks appear to be subsidizing projects that would happen even in their absence.. When making siting decisions. hyperscalers tend to care more about the availability of power. land. and fiber infrastructure than fiscal favors.

When a data center comes to your town, it will probably—though not definitely—push up your electric bill

The economic downside that draws the most frequent attention is power.. Data centers’ energy demands can push up nearby residents’ electricity bills.. The mechanism is described as straightforward: if you abruptly add the equivalent of a midsize city to a region’s electric grid. power demand will probably rise faster than utilities can expand production.. In the short term, that may force utilities to purchase more expensive electricity from wholesale markets.. In the longer run, it can require them to finance new power plants and transmission infrastructure.. Ratepayers would then foot some of the bill.

Market analysts and economists have produced evidence that this is already happening in some markets. Even then, context matters. Rising electricity demand does not automatically translate into higher prices, and data center development does not unfailingly correlate with electricity inflation.

Virginia is again cited as an example.. The Old Dominion saw a 14 percent increase in electricity demand between 2019 and 2024. due in part to data centers’ energy consumption. according to a study from the Lawrence Berkeley National Laboratory.. Yet over that same period, electricity rates in the state fell by 1 cent per kilowatt hour, in inflation-adjusted terms.

North Dakota, too, produced paradoxical results. The state saw electricity demand skyrocket by almost 40 percent amid a data center building boom, but electricity prices fell by 3 cents per kilowatt hour in inflation-adjusted terms.

These results are counterintuitive in appearance but consistent with power-market economics.. Electric grids aren’t built to provide exactly the amount of power a region requires; they maintain excess generation and transmission capacity.. In systems with spare capacity, moderate demand increases can fill existing capacity rather than triggering major new capital expenses.. In such circumstances. adding a data center may spread fixed costs across a larger volume of electricity sales. lowering the amount each household must contribute to sustain the system.

More often than not, the account says, adding hyperscale data centers is likely to push up electricity prices—but it’s not automatic. Governments can limit ratepayer burdens by forcing hyperscalers to meet the full costs of satisfying their power demands.

New data centers may end the world; but first, they’ll probably lower someone’s property taxes

Taken together, the dispute is not framed as a simple good-versus-bad equation. Data center projects are presented as neither intrinsically good nor bad for localities. Each offers a distinct mix of costs and benefits, depending on how operations are fueled, regulated, and taxed.

Policymakers. in this view. can make data center development pay off for more communities by decarbonizing electric grids. enforcing noise limits. and paring back tax breaks for Big Tech firms.. Even under what the piece calls flawed policy frameworks, ordinary people often benefit when a data center comes to town.

Hyperscalers might eventually trigger a robot apocalypse. But in the meantime, they’ll almost certainly make some municipalities a bit better off.

data centers hyperscale artificial intelligence jobs taxes electricity bills air pollution water use state moratoriums