Not In My Backyard: The Growing Backlash Against AI Data Centers

Source: Staff

As artificial intelligence reshapes the global economy, the infrastructure powering it is reshaping American communities — and not always with their consent.

The AI Boom and Its Insatiable Appetite for Power

Artificial intelligence doesn't exist in a cloud. It exists in buildings — massive, power-hungry buildings filled with servers, cooling systems, and diesel generators, increasingly planted in suburbs, rural counties, and small towns across the United States. And as AI adoption accelerates, the appetite for that physical infrastructure is growing at a pace that was nearly unimaginable just a few years ago.

Goldman Sachs projects that global data center power demand could rise as much as 165% by 2030 compared to 2023 levels. Gartner estimates that worldwide data center electricity consumption will climb from 448 terawatt hours in 2025 to 980 TWh by 2030 — more than doubling in five years. Deloitte projects that data center power demand will reach 176 gigawatts over the next decade, roughly equivalent to the combined electrical output of the United Kingdom and Australia. S&P Global forecasts that U.S. data center demand alone will rise to 75.8 gigawatts in 2026 and expand to 134.4 gigawatts by 2030.

To put that growth in context: the entire U.S. data center sector currently draws less than 15 gigawatts of power. The planned pipeline, if fully built, would represent an order-of-magnitude expansion. The U.S. Energy Information Administration reports that overall U.S. power demand will reach record highs in both 2025 and 2026, and data centers are a primary driver of that surge. The country has also spent the last two decades with nearly flat electricity demand growth — now, almost overnight, that has reversed.

The scale of investment is staggering. Tech giants and hyperscalers — Microsoft, Amazon, Google, Meta — have committed hundreds of billions of dollars to data center construction. AI infrastructure spending now accounts for over a third of U.S. GDP growth in the first nine months of 2025, according to one analysis. And because AI requires not just training but ongoing inference — the constant processing of queries from millions of users — the demand is structural, not a temporary spike.

This buildout must go somewhere. And that "somewhere" is increasingly someone's neighborhood.


Why Communities Are Pushing Back

The backlash was not inevitable, but in hindsight it was predictable. The same qualities that make a location attractive to data center developers — available land, proximity to power infrastructure, tax incentives — often describe places people actually live. And when industrial-scale facilities begin appearing in those places, residents notice.

The concerns are both practical and visceral.

Electricity bills. Perhaps the most tangible grievance is cost. In the PJM electricity market, which stretches from Illinois to North Carolina, data centers accounted for an estimated $9.3 billion increase in the 2025–26 capacity market pricing. As a result, average residential bills are expected to rise by $18 a month in western Maryland and $16 a month in Ohio. A Carnegie Mellon University study estimates that data centers and cryptocurrency mining could increase the average U.S. electricity bill by 8% by 2030 — and by more than 25% in the highest-demand markets of central and northern Virginia. In Indiana, a Citizens Action Coalition analysis found that Hoosier households paid 17.5% more in utility bills in 2025 than the year before.

Noise and quality of life. Data centers produce constant low-frequency hum from cooling fans, air handlers, and transformers. Diesel backup generators create both noise and air pollution during testing and outages. Construction during buildout can last a decade or more, bringing heavy trucks, dust, and traffic. As one Northern Virginia resident put it to a local news station: "We're going to suffer through 10 to 20 years of construction, dirt, diesel equipment."

Water consumption. Data centers use vast quantities of water for cooling. As development pressure pushes facilities away from water-rich regions like the Mid-Atlantic into drier Western states, concerns about aquifer depletion and drought impact have intensified. New closed-loop liquid cooling systems can recycle water more efficiently, but older facilities remain significant consumers.

Land loss. Farmland, forest, and open rural character are increasingly at stake as hyperscale campuses — sometimes measured in hundreds or thousands of acres — encroach on communities that have no precedent for evaluating such proposals.

Transparency and trust. Underlying many specific objections is a broader breakdown of trust. Residents report that decisions are being made through closed-door negotiations, NDAs, and meetings between local officials and tech consultants that exclude the public. "The data-center industry blew up" the social contract of the public utility model, according to one Virginia activist, who characterized the tech giants as "robber barons at the turn of the century" with unprecedented demands for land, water, and power.


The Scale of Organized Opposition

What began as scattered local objections has become something far more organized. Data Center Watch has documented 142 grassroots organizations actively opposing data center projects across 28 states. Between May 2024 and March 2025 alone, an estimated $64 billion in data center projects were blocked or delayed as a result of local opposition. Heatmap News puts the figure even higher, at $98 billion across 25 project cancellations, 21 of which occurred in the second half of 2024.

The opposition has produced concrete results:

  • In Louisa County, Virginia, sustained community pressure led Amazon Web Services to withdraw a 7.2 million square-foot proposal in July 2025.

  • In Prince William County, Virginia, a court voided the $24.7 billion PW Digital Gateway rezoning in August 2025, affecting a project led by QTS Realty Trust and Compass Datacenters across 2,139 acres near the Manassas National Battlefield. The case is now expected to stretch at least two more years.

  • In Warrenton, Virginia, more than 500 residents attended a Town Council meeting to oppose an Amazon campus, with nearly 130 speakers — including Oscar-winner Robert Duvall — testifying against it.

  • In Matthews, North Carolina, a proposed data center was pulled from the October 2025 agenda after the mayor informed developers it faced unanimous defeat. Town meetings had overflowed with opposition that the mayor estimated ran "999 to one against."

  • In Hermantown, Minnesota, a proposed campus several times the size of the Mall of America is on hold amid challenges over the adequacy of environmental review.

  • In Cascade Locks, Oregon, voters recalled two Port Authority officials in 2023 for supporting a $100 million data center project — a rare instance of electoral consequences for data center politics.

The cascading effect of CBRE's most recent analysis may be the clearest sign of impact: new data center capacity under construction in primary U.S. markets declined in the second half of 2025 — the first such decline since 2020 — even as demand for computing power continued to surge. The result is a record-low vacancy rate of 1.4% and rising rental prices, with monthly rates up 6.5% year-over-year.


The Politics: Bipartisan and Local

One of the most notable features of data center opposition is that it does not follow conventional political fault lines. A review of public statements by elected officials opposing projects found that 55% were Republicans and 45% were Democrats — a near-even split that reflects the fundamentally local nature of the grievance.

On the left, opposition tends to emphasize environmental concerns: carbon emissions, water use, and grid strain on renewable transition. On the right, the objections often focus on tax abatements and the perception that communities are being exploited by large corporations. But concerns about power costs and grid reliability have broad support across party lines, and traditional NIMBY opposition — driven by residents who simply don't want an industrial campus next door — has no meaningful partisan lean at all.

The politics are playing out at the local level, where most permitting and zoning decisions are made, and where even a supportive federal administration has limited leverage. In Indiana, legislators publicly promote the state's data center incentive programs while privately warning counties about tradeoffs. In Virginia, political candidates are now asked at libraries, farmer's markets, and high school football games whether they would support a moratorium on new projects.

With congressional midterms approaching in 2026, activists in swing states including Virginia, Indiana, Ohio, and Pennsylvania warn that the next wave of AI-driven projects will encounter a public that is significantly more organized and hostile than it was even two years ago. In Loudoun County, Virginia — the densest data center market in the world — officials in 2025 ended the practice of "by-right" approvals, now requiring public hearings and board votes for new facilities. It was a watershed moment that sent a signal across the industry.

A nationwide poll conducted by Heatmap found that only 44% of respondents would welcome a data center near where they live — making them less popular than gas plants, wind farms, or even nuclear facilities. A separate survey by Airedale reached a more optimistic conclusion, finding that nearly half of respondents expressed no opposition to a data center near their home. The divergence in polling results likely reflects differences in how questions were framed, but both surveys point to an electorate that is increasingly paying attention to the issue.


The Competing Imperatives

The data center backlash creates a genuine dilemma, not just a communications problem to be managed.

On one side: the case for AI infrastructure is not merely commercial. Proponents argue that AI will accelerate drug discovery, improve climate modeling, increase agricultural productivity, and drive economic growth that benefits far more people than it disrupts. The U.S. is in active competition with China to build out AI capacity, and a constrained domestic infrastructure pipeline carries geopolitical consequences that extend well beyond quarterly earnings reports. There is currently a seven-year wait on some grid interconnection requests, and Goldman Sachs estimates $720 billion in grid upgrades will be needed through 2030. Every delayed project adds to a supply crunch that is already driving up costs for every business and consumer relying on cloud services.

On the other side: the communities bearing the costs of that infrastructure are not the ones capturing most of its value. The tax revenue argument — frequently made by data center developers — has been challenged by analysis showing that many localities actually lose money on incentive deals once the full costs of grid upgrades, road impacts, and foregone property tax revenue are accounted for. The nonprofit Good Jobs First has highlighted that taxpayers are routinely kept in the dark about the incentives on offer. And the economic benefits of data centers — primarily tax revenue and a modest number of permanent jobs — are often concentrated at the county level while the costs (noise, power prices, traffic, water use) are borne by specific neighborhoods.

The tension is real: AI's benefits are diffuse and global; its infrastructure costs are concentrated and local.


Polling and the Political Landscape

The polling picture is nuanced. While a majority of Americans in many surveys support data center construction in the abstract and recognize its role in national innovation, support falls sharply when the question becomes personal — specifically, when respondents are asked whether they would welcome a facility near their own home.

This is not unusual. The same pattern applies to wind farms, transmission lines, and highways: people support infrastructure in principle and oppose it in their backyard in practice. What is notable about data centers is the speed with which that gap has widened. Two years ago, data centers were largely invisible to the general public. Today, they are a live issue in local elections across more than two dozen states.

The bipartisan nature of the opposition makes it particularly difficult for industry or government to manage through traditional political channels. There is no party to ally with, no single ideological coalition to either neutralize or co-opt. The opposition is neighbors, and neighbors vote.


Solutions: From NIMBY to YIMBY

The industry and its advocates are beginning to recognize that reactive opposition management is no longer sufficient. A growing body of thinking focuses on what might be called a YIMBY ("Yes In My Backyard") approach — building genuine community support, not just neutralizing resistance.

Several principles have emerged from both successful and failed projects:

Early and genuine engagement. Projects that have navigated community opposition most successfully tend to begin engagement before a zoning application is filed — not after resistance has already organized. Renewable energy developers, who have been dealing with community opposition for longer than data center operators, offer a useful model: companies like Leeward Renewable Energy invest heavily in early stakeholder engagement, sitting with residents to understand concerns and finding ways to integrate community priorities into project design.

Transparency about costs and benefits. A major driver of opposition is the sense that decisions are being made behind closed doors. Industry associations like the Data Center Coalition are publishing accessible data on economic and tax impacts, giving local officials and residents concrete numbers to evaluate rather than generalized promises. Projects that proactively publish environmental data — water use, noise levels, emissions — tend to face less opposition than those that provide that information only under pressure.

Tangible community benefits. Tax revenue is not enough. Successful projects are increasingly structured around community benefit agreements that include funding for local schools, road improvements, utility cost protections, and job training programs. In rural communities with fewer existing data centers, these agreements can genuinely tip the balance toward support. As one analyst noted, construction jobs, community contributions, and cash guarantees of ongoing benefits are more persuasive in areas less saturated with facilities.

Better siting and design. Zoning authorities are beginning to require green spaces, noise barriers, and architectural standards that reduce the visual and acoustic footprint of data center campuses. Projects designed with adjacent residential areas in mind — rather than designed for maximum operational efficiency and then presented to communities — generate less opposition from the outset.

Migration to less contested markets. As East Coast markets become more resistant, developers are increasingly looking to rural Western communities, secondary markets, and red states with streamlined permitting processes. Arizona, Texas, Nevada, and Georgia have all actively courted data center investment. The trade-off is often proximity to power and fiber — infrastructure that must be built out at additional cost — but for projects that cannot navigate the political environment in primary markets, the alternative is indefinite delay.

Regulatory reform. Several states and localities are working to develop clearer frameworks for evaluating data center proposals — the equivalent of the planning language that exists for roads, water systems, and industrial parks. As one industry observer noted: "When there's no shared planning language, 'no' becomes the safest answer." Giving communities the tools to evaluate proposals on their merits, rather than defaulting to opposition out of uncertainty, could unlock significant capacity.


Conclusion

The data center backlash is not, at its core, a rejection of artificial intelligence. It is a rejection of uncertainty, opacity, and the sense that powerful institutions are making consequential decisions over communities' heads. Most of the people showing up at zoning board meetings in Indiana and Virginia are not opposed to AI. They are opposed to bearing costs they didn't choose, for benefits they may never see, with no meaningful say in the matter.

The good news is that this is a solvable problem — not through better marketing or faster permitting, but through genuine partnership. The communities that have embraced data center development have generally done so because developers earned their trust: they showed up early, answered hard questions honestly, and structured deals that delivered real value to real people.

The window to build that trust at scale may be narrower than the industry realizes. With $64 billion in projects already blocked or delayed, vacancy rates at record lows, and communities increasingly organized and politically active, the cost of the status quo is rising fast. The question is not whether communities will have a voice in where and how AI infrastructure is built. They already do. The question is whether that voice will be shaped by partnership — or by resistance.


References

  1. Data Center Watch — $64 Billion of Data Center Projects Blocked or Delayed https://www.datacenterwatch.org/report

  2. Data Center Frontier — New Data Center Construction: Invited or Feared? https://www.datacenterfrontier.com/hyperscale/article/55295110/new-data-center-construction-invited-or-feared

  3. MultiState — Data Centers Confront Local Opposition Across America https://www.multistate.us/insider/2025/10/2/data-centers-confront-local-opposition-across-america

  4. The Register — NIMBY Pushback Begins to Bite US Datacenter Buildout (March 2026) https://www.theregister.com/2026/03/04/cbre_datacenter_figures_2025/

  5. Fortune — A Grassroots NIMBY Revolt Is Turning Voters in Republican Strongholds Against the AI Data-Center Boom https://fortune.com/2025/12/16/ai-data-center-backlash-republican-strongholds/

  6. Data Center Frontier — From NIMBY to YIMBY: A Playbook for Data Center Community Acceptance https://www.datacenterfrontier.com/site-selection/article/55356252/turning-nimby-into-yimby-for-data-centers

  7. Data Center Knowledge — Why Communities Are Protesting Data Centers — And How the Industry Can Respond https://www.datacenterknowledge.com/data-center-construction/why-communities-are-protesting-data-centers-and-how-the-industry-can-respond

  8. MH Education / MSN — Big Tech's Plans for Data Centers Face Community Opposition (February 2026) https://www.mheducation.com/highered/blog/2026/02/big-techs-plans-for-data-centers-face-community-opposition.html

  9. Data Center Frontier — When Communities Push Back: Navigating Data Center Opposition https://www.datacenterfrontier.com/site-selection/article/55307719/when-communities-push-back-navigating-data-center-opposition

  10. Data Center Dynamics — NIMBY Lessons for Data Centers from Renewable Developers https://www.datacenterdynamics.com/en/analysis/nimby-lessons-for-data-centers-from-renewable-developers/

  11. Gartner — Electricity Demand for Data Centers to Grow 16% in 2025 and Double by 2030 https://www.gartner.com/en/newsroom/press-releases/2025-11-17-gartner-says-electricity-demand-for-data-centers-to-grow-16-percent-in-2025-and-double-by-2030

  12. Pew Research Center — U.S. Data Centers' Energy Use Amid the AI Boom https://www.pewresearch.org/short-reads/2025/10/24/what-we-know-about-energy-use-at-us-data-centers-amid-the-ai-boom/

  13. Morgan Lewis / Data Center Bytes — AI and Data Centers Predicted to Drive Record High Energy Demand https://www.morganlewis.com/blogs/datacenterbytes/2025/02/artificial-intelligence-and-data-centers-predicted-to-drive-record-high-energy-demand

  14. Goldman Sachs — AI to Drive 165% Increase in Data Center Power Demand by 2030 https://www.goldmansachs.com/insights/articles/ai-to-drive-165-increase-in-data-center-power-demand-by-2030

  15. S&P Global — Data Center Grid-Power Demand to Rise 22% in 2025, Nearly Triple by 2030 https://www.spglobal.com/energy/en/news-research/latest-news/electric-power/101425-data-center-grid-power-demand-to-rise-22-in-2025-nearly-triple-by-2030

  16. Deloitte — As Generative AI Asks for More Power, Data Centers Seek More Reliable, Cleaner Energy Solutions https://www.deloitte.com/us/en/insights/industry/technology/technology-media-and-telecom-predictions/2025/genai-power-consumption-creates-need-for-more-sustainable-data-centers.html

  17. Deloitte — Can U.S. Infrastructure Keep Up with the AI Economy? https://www.deloitte.com/us/en/insights/industry/power-and-utilities/data-center-infrastructure-artificial-intelligence.html

  18. Axios — Power, Energy Demand for AI Data Centers Is Surging (December 2025) https://www.axios.com/2025/12/01/data-centers-ai-power-energy-demand-future