How Local Politics Became the AI Boom's Hardest Constraint

In June, a utility in Spokane, Washington, walked away from a deal to supply 500 megawatts of power to a new data center. Avista Utilities was not forced to by a regulator. The grid could handle the load. The company's CEO, Heather Rosentrater, explained the decision in terms no utility executive would have used even a year ago.

We’ve heard the questions and concerns from our customers, community members and local leaders, and we take that feedback seriously — Heather Rosentrater

The Spokane city council had just passed an emergency ordinance blocking data center development, and Avista's own customers were organizing against the project ^[1]. A corporation was retreating from a business deal not because the infrastructure couldn't support it, but because the politics couldn't. That inversion is no longer an outlier. It is the mechanism now governing where — and whether — the AI buildout happens. The grievances underneath are concrete, not abstract. In Wisconsin, Clean Wisconsin warns that 47 proposed data centers could derail the state's climate goals and push residential electricity costs higher.

I don't think it's fair that the regular citizen, the average Joe, would have to supplement the cost of electricity for big tech. — Daniel Singh

In Wyoming, state representative Daniel Singh put the matter plainly.

And so I think we’re seeing, just in terms of the sheer demand of energy that these data centers are going to need, we’re seeing how big that is. — Clean Wisconsin

These are not objections to AI. They are objections to cost-shifting — to the proposition that a homeowner in Cheyenne or a ratepayer in Madison should subsidize the power bill of a trillion-dollar company. The mechanism is the same wherever it appears: a community sees water rates, electricity bills, or tax subsidies flowing toward a facility that employs few people and consumes enormous resources, and the grievance finds a candidate. That candidate is not always a Democrat. In Kentucky, Republican Rob Houchens became the leading candidate for Oldham County judge-executive after leading opposition to a $6 billion data center project, and Republican Mason Barnes won re-election after championing a land-use ordinance against a $5 billion facility ^[2]. In Michigan, Abdul El-Sayed won the Democratic Senate primary this week calling for a federal moratorium on data center expansion.

People really effing hate data centers. — Abdul El-Sayed

In Kansas, Cindy Holscher won the Democratic gubernatorial nomination after shifting to support a statewide moratorium ^[3]. In Ohio, Sherrod Brown is running Senate ads against rapid data center expansion, citing cooling-water usage and rising electricity bills ^[4]. Democratic candidates in at least six states — Georgia, Michigan, New York, Pennsylvania, Utah, and North Dakota — have built campaigns around data center opposition as a core issue ^[5][6]. Alex Bores, a New York assemblyman, captured the urgency.

It’s the incentives that have been set up that are leading to these data centers just causing environmental degradation. This is a very short window, a very short moment in time, as this build-out is happening, where we can change the incentives. — Alex Bores

The polling confirms that these are not isolated anecdotes. Opposition to data centers within three miles of a person's home jumped from 28% to 41% in the first half of 2026, and 53% of Americans now oppose neighborhood facilities — a higher share than oppose nuclear power plants ^[4][7]. The pollster who tracked the shift called the speed of it something rarely seen in an era of frozen partisan attitudes.

It’s rare to see political attitudes change this fast in an era where they are often quite static and partisan. — Public First

The workarounds the industry is now pursuing all concede the battlefield rather than winning it. The Trump administration's executive order fast-tracking data center permitting on federal lands and national forests is, on its face, an attempt to route projects to jurisdictions where locals do not have a vote — not a preemption of their right to block ^[7]. Developers are deploying on-site gas turbines and batteries specifically to bypass grid connection delays that can last three times longer than facility construction ^[8]. A pro-AI super PAC called Leading the Future has pledged $5 million to Florida gubernatorial candidate Byron Donalds.

A prohibition is not a community safeguard — it is a complete and total surrender. — Pat Tiberi

Each of these is a response to the same problem — local political consent — and none of them solves it. A gas turbine bypasses a grid queue but does nothing about a county commission vote. A federal-land fast-track finds a jurisdiction without voters, but the projects that need power where people already live still face the zoning board. A super PAC can win a race in Florida; it cannot win every township meeting in Pennsylvania, where municipalities across multiple counties are passing zoning amendments to keep data centers out ^[9][10]. The pattern is not universal, and the exceptions are instructive. In northern Virginia's Loudoun and Prince William counties, data center computer-equipment taxes have fueled 77% and 82% increases in education spending per resident over 15 years and allowed real-property tax rate cuts for homeowners ^[4]. Where the fiscal benefits are concentrated and visible, opposition does not materialize — which confirms the mechanism rather than contradicting it. The grievance is cost-shifting, not the technology itself. Massive projects are still being approved: a $14 billion facility in Bessemer, Alabama; an $8 billion Vantage Data Centers campus in Port Washington, Wisconsin; a $300 billion nuclear-powered facility in the Texas Panhandle ^[11]. In Little Rock, a proposed 18-month moratorium deadlocked 4-4 and failed after the Chamber of Commerce warned Google could sue ^[12]. In Kentucky, the state's largest utility lobbied against a regulatory bill and killed it ^[13]. The fight is contested, not settled. But contested is itself the point. The AI industry has spent a decade navigating constraints it could engineer around — chip shortages, grid capacity, cooling efficiency. Each of those has a technical solution, and the industry has deployed them: on-site generation, liquid cooling, federal land. Political consent does not work that way. A county commission vote cannot be bypassed with a turbine. A primary election cannot be cooled with a better heat exchanger. The constraint is consent, and consent moves at the speed of an election. Mason Barnes, the Kentucky Republican who won his race by opposing a $5 billion data center, understood what that means for anyone on the other side of the issue.

It seems that that's the way they come into nearly every community. — Mason Barnes