Opposition to data center expansion surfaced in races and local votes across the United States, as voters questioned how AI infrastructure affects their neighborhoods. With Democrats taking control of Congress after the November 3 midterms, the results may sharpen a wider debate over where data centers are built, who pays for their power and how much influence nearby residents have.
Local concerns reached the ballot box
An NBC exit poll found broad concern about AI and data center construction. More than half of respondents said they believe AI will do more harm than good, almost 80% opposed data centers in their neighborhoods, and almost 60% said data centers were a crucial or major factor in their vote.
The opposition played out in different ways. In Ohio, a county where Meta had planned a 700,000-square-foot facility passed a ban on data centers, while communities across the state voted overwhelmingly against data center buildout measures. OpenAI has also eyed a $500 billion data center in Ohio, backed by more than $100 billion in financing from Nvidia.
Candidates who opposed rapid expansion won seats in Texas, Maine, Michigan, Nevada, Georgia and South Carolina. The results suggest that local objections can shape campaigns even as pro-AI super PACs spend millions trying to influence voters. Tech and policy researcher Aniketh Koneru described the political value of casting a project or company as a “local villain.”
Power bills and pollution drive the debate
For many residents, the dispute goes beyond the facilities themselves. Data centers need substantial power, and some projects use gas turbines. The source points to xAI’s data center in Memphis, Tennessee, and facilities in Virginia, described as the world capital of data centers, as places where gas turbines are used for power.
One concern is that the costs of grid upgrades could land on nearby communities through utility bills. Another is the effect of emissions and energy use on local environments. Color of Change president and CEO Nadine Smith argued that national security concerns should be considered alongside the experiences of families living near facilities.
Residents have also raised questions about how projects get approved. The source describes Amazon building a data center in Gilroy, California, under a 45-year-old zoning law, with many residents unaware of the project. Vague or outdated zoning rules and nondisclosure agreements that keep local officials from discussing projects have added to frustration.
Tax breaks and promises of jobs or community programs have not resolved those concerns for everyone. Many people fear that AI expansion will enrich a small number of wealthy people while local communities face higher living costs and have little say in what is built nearby.
Possible policy changes face hurdles
One likely response is more construction moratoriums, or requirements that data center developers pay for their own power grid upgrades rather than shifting those costs to communities. Goldman Sachs predicts data center construction delays in states such as Georgia and Texas because of Democratic gains. Morgan Stanley analysts also see Democratic governor-elect Amy Acton as a major risk to Ohio’s data center buildout.
Democratic control of Congress could improve the prospects for proposals already introduced. Sen. Bernie Sanders and Rep. Alexandria Ocasio-Cortez introduced a bill earlier this year that would establish a nationwide moratorium on new data centers until Congress adds guardrails. The proposal aims to ensure expansion does not raise electricity costs, harm the environment or proceed without community approval. Any such bill could still face a veto.
A separate proposal, the GRID Savings Act from New Mexico Sen. Martin Heinrich, would prevent grid infrastructure costs from being passed on to communities during large AI data center buildouts. Changes to energy regulations, land rights and environmental policies could also affect development, as congressional Democrats examine the Trump administration’s rollback of certain energy protections.
The debate may continue beyond Washington
Even if federal action stalls, state and local officials could keep responding to public pressure. Data & Society program director Maia Woluchem pointed to governor-elect Gina Hinojosa, who supports a statewide moratorium on data centers, as an example of momentum building from the ground up. Both Hinojosa and Gov. Greg Abbott called for some limits, though Hinojosa made opposition to data centers central to much of her campaign in Texas.
Congressional action may be contested even among Democrats. Smith expects industry lobbyists to press lawmakers, while some Democrats worry that a blanket freeze could slow AI progress and harm national security. The tension is between expanding infrastructure seen by supporters as strategically important and answering residents who want a meaningful voice in local decisions.
Smith argued that if AI infrastructure is a national priority, the companies building it should pay for their own power, meet clean air standards, disclose what they use and obtain the consent of nearby residents. The midterm results do not settle that argument, but they indicate that data centers have become a political issue tied to public trust, household costs and the distribution of AI’s benefits.