Voters across the US back sweeping restrictions on AI and data centers

Voters across the US overwhelmingly backed measures to restrict data centers and elected anti-AI candidates in key states, throwing Donald Trump's rapid AI infrastructure buildout into uncertainty. Out of 44 ballot measures across 10 states seeking to limit data centers, 38 passed, according to Redbud Consulting. The results signal rising local opposition to the energy and water demands of the AI boom, with nearly two-thirds of planned 2028 data center capacity now facing potential delays.

Texas governor race scrambles AI buildout math

Democratic challenger Gina Hinojosa won the Texas governor race, a result Axios reported would fundamentally alter projections for Trump's AI expansion. Texas was expected to account for more than 41 percent of added data center capacity in 2028. Hinojosa plans to delay projects until legislation passes addressing "impacts on water, electricity, air, and property rights."

Bloomberg reported that approximately 13 gigawatts of data center capacity is now exposed. Gordon Johnson of GLJ Research said projects with "power, permits and steel keep going," but "those with power but no state environmental permits slip 12 to 18 months." Some developers may leave the state entirely. Libby Cantrill, head of public policy at PIMCO, warned that "even if statewide moratoria do not result, we expect to see a lot more sand in the gears of the AI buildout regardless."

Democrats sweep key data center states

Democrats won governor races in Arizona, Georgia, and Ohio - the next three biggest states courting data center developers. Bloomberg estimated that half the data centers in the US are now more vulnerable to scrutiny. Developers nationwide will likely face tighter rules limiting tax incentives and requiring stronger protections for residents around grid infrastructure costs and water use.

The timing is difficult for AI firms. IT consulting firm Gartner recently estimated "the AI boom is nearly $5 trillion short of paying for itself," and any delays will set back revenue. Professionals navigating this shifting regulatory environment may benefit from AI Public Policy Courses that address the intersection of infrastructure, law, and technology.

Industry downplays results as voters signal broad opposition

Adam Kovacevich, a former Google executive and CEO of the Chamber of Progress, said "the results offer little evidence of a voter mandate to crack down on AI or data centers." He argued that "Democratic gubernatorial candidates who opposed data center bans won at a higher rate than those who supported them" and warned, "Let's not confuse an anti-Trump wave with an anti-tech mandate."

Polling tells a different story. NBC News exit polls showed 3 in 4 voters opposed data centers, and more than half said AI and data centers were a crucial or major factor in their congressional vote. Alejandra Montoya-Boyer, vice president of The Leadership Conference's Center for Civil Rights and Technology, said, "We saw voters turn up at the polls in record midterm numbers and vote for leaders who are willing to protect them and their rights from unchecked AI." Brad Carson, co-founder of Americans for Responsible Innovation, called the results "an AI earthquake."

China could gain from US slowdown

Gary Ng Cheuk-yan, a senior economist at Natixis Corporate and Investment Bank, told the South China Morning Post that "a slowdown in the US could be a win for China." A Democrat-controlled Congress may introduce new constraints on US computing capacity, keeping AI token prices high. "This would give China an opportunity to export cost-effective inference services, supported by abundant electricity supplies," Ng said. At the extreme, US data center opposition could push giants like Amazon or Google to build hyperscalers outside the country.

Blue Rose Research polling found that "Americans would rather live near a prison, methadone clinic, or a nuclear power plant than an AI data center." Director of research Ali Mortell told Time that "concrete local impacts" like higher energy bills and pollution "were far more salient" for voters than existential AI fears. "Opinion has soured with everyone," Mortell said.

Musk among election day's biggest losers

Elon Musk dumped nearly half a billion dollars into Republican candidates, a sum no other individual donor approached, Quartz reported. SpaceX and Tesla shares dropped as investors questioned whether a potential merger between the firms now faces friction with Musk's political opponents back in power. Despite mounting opposition, SemiAnalysis reported that SpaceX revised its 2027 data center capacity goal upward from 10 gigawatts to approximately 13GW - roughly equivalent to all of Google's data center capacity from 1999 to 2026 built in just 1.5 years.

Why this matters for operations, legal, and real estate professionals

The 38 successful data center restriction measures across 10 states create immediate compliance and permitting challenges. Real estate and construction teams working on projects planned for 2028 should model 12- to 18-month delays in states where environmental permits are now uncertain. Legal and regulatory affairs specialists will need to track evolving state-level rules on tax incentives, water use, and grid cost allocation. For those responsible for compliance strategy, AI Regulatory Compliance Courses offer frameworks for adapting to this fragmented policy landscape. Operations leaders at firms reliant on US data center capacity should begin scenario planning for potential shifts of infrastructure to states like Louisiana or Georgia - or to markets outside the US entirely.