Skip to content
Search

Latest Stories

Follow Us:
Top Stories

Is AI Worth the Cost to Communities?

Opinion

 In an aerial view, the Stargate Oracle AI data center campus.

In an aerial view, the Stargate Oracle AI data center campus is seen on August 26, 2026 in Abilene, Texas

Brandon Bell/Getty Images

Picture a family living on a quiet street in an idyllic small town. Then a data center moves in next door. Trees are knocked down for a sprawling industrial campus, an enormous windowless building rises, and a maddening hum continues day and night. The family closes its windows, abandons the backyard, and struggles to sleep. Open space disappears, electric bills rise, and the company announces plans to expand—all in the name of jobs, tax revenue, and so-called progress.

While the family is fictional, its experience is not. Across the country, communities are confronting noise, rising electricity demand, water consumption, lost open space, and data centers approved with little public discussion. These costs raise a question the technology industry would rather avoid: Are the promised benefits of the artificial-intelligence boom worth what communities are being asked to sacrifice?


The Sales Pitch Hides True Costs

President Trump shows little patience for such questions. Communities rejecting data centers are “making a mistake,” he recently declared. He claims these facilities create “tremendous amounts of jobs and money” without burdening the electrical grid because they are building their own power plants.

Once we get past the industry PR, the reality is less reassuring. Some data centers are developing their own power sources, but many will continue drawing electricity from the grid. Construction jobs can be substantial but short-lived, since the facilities require relatively few permanent workers. The benefits may spread across the economy, but higher electricity demand, water use, and noise are concentrated where the centers are built.

Trump is rehashing the technology industry’s sales pitch. America must build these centers to win the AI race with China. Economic growth, scientific breakthroughs, and greater national security will supposedly follow. These predictions are treated as certainties, while rising utility bills, depleted water supplies, and damaged neighborhoods are brushed aside as obstacles to progress. AI is inevitable, we are told. The only question is how fast we can build the infrastructure to support it.

The numbers show what that construction demands. Data centers consumed about 4.4 percent of all U.S. electricity in 2023. Lawrence Berkeley National Laboratory projects that their share could reach nearly 12 percent by 2030—and possibly more than 15 percent under a high-growth scenario. Large facilities can also consume millions of gallons of water a day, forcing communities to expand water-treatment plants, power lines, and generating capacity.

What do communities receive in return? Data centers can produce considerable tax revenue, although exemptions and incentives often reduce what communities collect. They also create jobs, but fewer than promoters sometimes imply. A recent Brookings study found that a typical county gaining its first large data center added roughly 100 to 200 jobs over the following decade. That is not nothing. But neither is it the employment bonanza suggested by announcements touting multibillion-dollar investments.

Data centers do provide public benefits. They store files, run online services, and provide the computing power used in scientific research, medical advances, and other potentially valuable work. The question is one of proportion: How much electricity, water, land, public subsidies, and peace and quiet should communities surrender for benefits that remain difficult to measure and may flow primarily to distant companies and investors?

Communities Push Back

Communities are beginning to rise up in opposition. Resistance has spread across red and blue states, forcing politicians who once welcomed nearly all technology investment to reconsider. Texas Gov. Greg Abbott, a Republican, says the industry “dug its own grave” by failing to win public support. Pennsylvania Gov. Josh Shapiro and New York Gov. Kathy Hochul, both Democrats, have also responded. Shapiro imposed new transparency and environmental requirements, while Hochul ordered a one-year moratorium on new hyperscale facilities.

The industry and its allies portray this backlash as NIMBYism—the selfish resistance of people who want modern technology without accepting any inconvenience. Some opposition undoubtedly fits that description. But the label also allows corporations and officials to evade the larger question. Residents are not necessarily rejecting AI. They are asking why their communities should absorb higher utility costs, noise, and water demands without reliable information, enforceable protections, or a meaningful vote on whether a project proceeds.

Even the Trump administration’s Ratepayer Protection Pledge acknowledges the risk that households could end up paying for new power plants and transmission lines. Major technology companies have promised to obtain the power they need and cover the infrastructure costs associated with their facilities. But voluntary promises are no substitute for enforceable law.

Congress Must Lead

Congress should lead the way. The administration has thrown its weight behind the industry, treating rapid construction as a national imperative while largely accepting its claims and methods. Congress should prevent companies from shifting infrastructure costs onto ratepayers. It should also require companies to disclose how much electricity and water their facilities will use, what tax benefits they will receive, and how they will limit noise and pollution.

Government at every level should strengthen the public’s voice. Residents should receive advance notice before subsidies, zoning changes, or permits are approved. Independent impact studies—paid for by developers but conducted outside their control—should be available before public hearings. Communities should also be able to negotiate enforceable agreements covering noise, water use, tax revenue, and compensation for measurable harm.

States and localities should retain authority over siting and land use, but participation must occur before a project becomes a fait accompli. The burden of proof should rest with companies seeking to transform a community, not with residents asked to explain why they value affordable electricity, clean water, open space, and a good night’s sleep.

The fictional family we met at the beginning is not standing in the way of progress. It is asking for a voice in deciding what progress means and how much it should sacrifice in its name. That voice must come before the trees are cleared, subsidies granted, and machinery switched on—not after the project becomes irreversible.

Data centers may be necessary to America’s future. But necessity does not excuse excess, secrecy, or shifting private costs onto the public. The families paying the bills and living beside these facilities should have a real say before they are built. Communities should help shape the technological future—not simply be told to live with it.


Robert Cropf is a professor emeritus of political science at Saint Louis University.


Read More

aerial view of an AI data center.

In an aerial view, the Stargate Oracle AI data center campus is seen on August 26, 2026 in Abilene, Texas. The Stargate Oracle AI data center will span roughly 4 million square feet and will be operated by Oracle for OpenAI. The facility is the first Stargate site to go live and is expected to be fully completed by the end of 2026.

Brandon Bell/Getty Images

Why Communities Nationwide Are Halting AI Data Centers

More Americans of all political stripes are growing anxious over the impacts of artificial intelligence (AI) and digital technologies, and a popular backlash is brewing. At university graduations, commencement speakers who have cited the alleged benefits of AI have been met with resounding boos from graduates who feel AI has displaced them from jobs. With no federal law regulating AI, all 50 state governments have proposed measures to regulate everything from employment algorithms to deepfakes to child safety.

Lately, the strongest protest has emerged in America's heartland, with one issue fueling local opposition: the rapid proliferation of massive data centers used for cloud storage and artificial intelligence computations. Across America, more than 4,400 data centers currently exist, and a University of Michigan report found that just one center can consume as much electricity as 2,000 homes. They also use large amounts of water for cooling, with a typical data center using 300,000 gallons of water each day (about the same as 1,000 households). But very large data centers can use an estimated 5 million gallons of water each day, which is similar to the daily usage of a town with 10,000 to 50,000 residents.

Keep Reading Show less
Back view of crop anonymous female talking to a chatbot of computer while sitting at home

AI chatbots and online therapy promise easier mental health care, but technology may be eroding the boundaries, privacy and human connection that make psychotherapy effective.

David Espejo/Getty Images

Big Tech’s Solutions to Mental Health Bring Bigger Problems

While America is suffering a mental health crisis, the good news is that tens of millions of people are getting help. In 2023, 60 million adults reported having sought counseling or treatment in the previous year, and the numbers continue to rise.

Psychotherapy works because of what’s known as the therapeutic frame, a set of boundaries that create safety and structure for patients and clinicians. Sessions last 50 minutes. Fees are agreed upon prior to the start of treatment. The therapist remains neutral, shares little of their personal life, and holds confidentiality sacred.

Keep Reading Show less
A New Standard for Ethical Immigration Reporting
people holding flag of U.S.A miniature
Photo by Frank Kastle on Unsplash

A New Standard for Ethical Immigration Reporting

Seven months ago, I attended the first day of my Reporting on Race class at USC. Taught by journalist and immigration reporting expert Jean Guerrero, the course offered growth I hadn’t yet imagined, showing me how much I could evolve as a journalist in just one semester.

For the next five months, I researched and reported on an immigration story of my choosing. I wrote about how educators in Los Angeles protect and advocate for students and communities living in fear of ICE deportations. These educators organized community street patrols to keep their neighborhoods safe. Finding sources and producing the final draft took months, but it was one of the most rewarding experiences of my journalism studies so far.

Keep Reading Show less
Artificial intelligence chip, AI processor, Backgrounds 3D rendered image.

AI is transforming finance, government, and society. As Congress considers new technology laws, the future of democratic oversight depends on wisdom, foresight, and political will.

ispyfriend/Getty Images

Can Congress Govern Disruptive Technology?

Imagine waking up one day to find your bank account frozen because an AI system has incorrectly identified you as a fraud risk. There is no human to call, only another algorithm reviewing your appeal. Hours later, the error is corrected, but the damage has already been done.

Who is actually in charge?

Keep Reading Show less