A small protest outside the Spring Hill Branch Library in central Florida points to a larger shift in the politics of AI infrastructure. The fight over data centers is no longer easy to sort into left and right.
In Hernando County, residents had already won a temporary victory: the county commission unanimously approved a one-year moratorium on hyperscale data center developments in June. But organizers with No Data Centers Hernando County wanted more than a pause. They wanted a ban.
Local Anxiety Meets National AI Politics
The Hernando County gathering was affiliated with Humans First, which describes itself as a “conservative social movement that is dedicated to ensuring that the future of AI is in the hands of everyday people.” The rally was one of nearly 150 protests connected to the group.
At the event, the complaints were practical and immediate. Residents worried about noise, environmental damage and whether a large data center would change daily life in their community. Carol, a 71-year-old retired country music radio host, said people living near a data center would hear a constant mechanical sound “night and day.”
Her concerns also reached beyond local land use. She said she was worried about the social cost of mass AI adoption and described someone she knows who, in her account, became deeply dependent on ChatGPT for everyday decisions about sleep, waking up and friendships.
Some claims raised at the protest were broader and more disputed. Carol said frequencies from data centers hurt bees and other pollinators, and claimed cows raised near data centers were giving birth to stillborn calves. She also argued that hyperscale facilities source their parts from China, which she described as a national security concern.
A Bipartisan Backlash Is Taking Shape
The source of the pressure is not limited to conservative politics. Communities across the country are pushing back against data center construction, and a recent Gallup poll found that seven in 10 Americans oppose building data centers in their area.
The same poll found resistance across party lines. Nearly two-thirds of Republicans and 75 percent of Democrats surveyed said they opposed local data center construction.
That overlap matters because the arguments are not identical, but they often point in the same direction. Conservatives at the Hernando County rally focused on local control, quality of life, development pressure and fears about China. Liberals have also raised concerns about environmental costs, surveillance, AI ethics and mental health.
The result is an issue that can bring together people who disagree sharply on nearly everything else. In Hernando County, Kim Belanger, a member of No Data Center Hernando County who works in IT, pulled up an article from the progressive website More Perfect Union and called it “very informative,” even though the room leaned conservative.
What Counts As Hyperscale
The land use stakes are sharpened by the scale of the facilities under discussion. At the Hernando County event, a land use expert explained how zoning codes could be changed to prevent hyperscale data centers.
The article defines hyperscale data centers as facilities that occupy at least 10,000 square feet and have a minimum energy draw of 100 megawatts. That size helps explain why residents are focused on infrastructure, utilities, water and land use rather than treating the issue as only a debate about software or AI models.
For local opponents, the data center is not an abstract part of the cloud. It is a building, a power demand, a zoning category and a possible neighbor. That is why a one-year moratorium did not satisfy organizers who see the issue as a long-term fight over what kind of development their county should allow.
Conservative Leaders Face Pressure From Their Base
Humans First is led by Amy Kremer, a longtime conservative organizer. Kremer was an early leader of the Tea Party and a cofounder of Women for Trump and Women for America First. Women for America First hosted the Stop the Steal rally in Washington, DC, that devolved into the January 6th riots; Kremer was not among those who stormed the Capitol.
Despite that national political background, the Hernando County protest was grounded in local frustration. Patti Zirhut, the organizer, said she learned about Humans First on Facebook and joined the national day of action because she and others had already formed No Data Center Hernando County.
Zirhut described herself as very conservative, but said she felt let down by Florida Republican leadership. She said she had initially supported Gov. Ron DeSantis, but believed his second term had become too friendly to development.
DeSantis has presented himself as skeptical of AI and signed a law in May requiring hyperscale data centers to pay their own utility costs while allowing local governments to set water use regulations for data center projects. At the same time, according to the Tampa Bay Times, his administration has given data center developers millions in tax breaks. The governor also reportedly pushed to change the state’s tax exemption for data centers so it would apply only to hyperscale facilities.
Why This Fight Could Keep Growing
The Hernando County protest shows why data center politics may become more complicated as AI infrastructure expands. The issue combines ordinary local planning questions with national fights over technology, economic development, environmental impact and geopolitical trust.
For opponents, the core question is not whether AI exists. It is who carries the costs of the physical infrastructure behind it, and whether residents have enough power to say no when a hyperscale project comes to town.
That makes data centers a rare political pressure point. People who disagree on party politics can still object to the same project for overlapping reasons. In Hernando County, those reasons were noise, land use, utility costs, water rules, environmental concerns, AI ethics, quality of life and China.