AI Infrastructure: Public Opposition Boils Over

Across the nation, significant public discontent has emerged regarding the escalating proliferation of server farms, a direct consequence of the AI boom. This growing anger is now influencing legislative agendas, with several states and communities contemplating temporary prohibitions on new data center development. Earlier this month, New York joined this movement by introducing a substantial proposal to halt local cloud infrastructure expansion.

A new bill proposed in New York State seeks to impose a three-year moratorium on issuing new permits for data center construction throughout the state. This pause would allow local regulators to thoroughly investigate the environmental and economic impacts of the industry on communities. State Senator Liz Krueger and Assemblymember Anna Kelles, co-authors of the legislation, have characterized it as the "strongest" introduced nationwide.

While no statewide moratoriums have been enacted to date, local bans are rapidly gaining momentum. Weeks before Krueger and Kelles introduced their bill, the New Orleans City Council approved a moratorium, pausing all new data center construction in the city for one year. In early January, Madison, Wisconsin, passed a similar law following protests concerning regional technology projects. Analogous policies have also been adopted by numerous communities in data center hotspots like Georgia and Michigan, as well as in many other regions across the country.

This escalating political resistance coincides with a period of unprecedented investment by tech companies in infrastructure development. The four largest spenders—Amazon, Google, Meta, and Microsoft—are projected to allocate an astounding $650 billion in capital expenditures over the next year, with the vast majority earmarked for data center expansion. Even greater spending is anticipated in subsequent years as these companies race to secure maximum compute capacity.

However, the rapid pace and immense scale of these projects have rendered them increasingly unpopular, according to recent polling data. An Echelon Insights poll found that 46% of respondents would oppose plans to build a data center in their community, compared with 35% who expressed support. A separate Politico poll indicated that while there is considerable concern about these facilities, many voters remain undecided, suggesting public sentiment could still be swayed in either direction.

In response, the industry is already investing significantly to shift these numbers, particularly in strategically important regions. The Financial Times reported in January that some of the industry’s largest data center operators are planning a "lobbying blitz," intending to "boost spending on targeted advertising and engagement" specifically aimed at the communities where they build.

Tech companies are also offering tangible concessions, such as the proposed Rate Payer Protection Pledge, which would obligate them to supply power to any new AI data centers. Nevertheless, it remains uncertain whether these measures will be sufficient to garner widespread public support.

Dan Diorio, of the Data Center Coalition, argued in a conversation with TechCrunch that data centers should appeal to smaller communities because they provide revenue without straining limited local resources. He cautioned that if incentives are removed and companies choose not to build in these areas, the potential revenue would also be lost. "That’s where statewide policy considerations come in," he stated, questioning, "Are you going to limit communities in which these businesses could be a significant benefit for them?"

Generally, data center moratoriums are intended to provide communities with a period of reflection, allowing policymakers to evaluate the potential costs and benefits of permitting such facilities. The rate of construction in some states has accelerated so rapidly that communities are uncertain about the long-term impacts of the industry.

Justin Flagg, director of communications and environmental policy for Senator Krueger’s office, informed TechCrunch that the legislation was partly motivated by what he described as New York’s "energy affordability crisis." This crisis has troubled both consumers and politicians; a group of 30 state lawmakers recently urged Governor Kathy Hochul to declare an "energy state of emergency" due to rising rates. While various factors contribute to increasing energy prices, there is a consensus that the growth of data centers exacerbates the problem rather than alleviating it.

"There’s broad discontent being expressed about energy prices," Flagg commented. "We certainly hear that constantly from our constituents, whose electric and gas rates are going up." He added that local opposition is also driven by environmental concerns, which he characterized as encompassing "the water impact and the noise and the local infrastructure impact as well."

Addressing these grid concerns, major technology companies—including Microsoft, Google, Meta, and OpenAI—have pledged to cover the costs of their additions to the electrical grid in their operational communities, often installing behind-the-meter power sources paired with the new data centers. The Washington Post recently reported that Silicon Valley is increasingly exploring the development of proprietary electrical supplies—a "shadow grid"—to power the energy-intensive facilities now fueling the AI industry. This strategy involves establishing substantial new private power sources instead of relying on the existing public grid.

An illustrative instance of this practice comes from xAI, Elon Musk’s AI startup, which constructed a series of methane gas turbines at its massive "Colossus" data center in Memphis, Tennessee. These turbines have been accused of polluting the local community. The company’s operations have already encountered significant difficulties; xAI had reportedly informed local officials that, due to a legal loophole, the turbines were exempt from air quality permits. However, in January, the Environmental Protection Agency ruled that Musk’s company was not exempt, rendering their prior operation illegal. Environmental activists, condemning the facility’s discharge of "smog-forming pollution, soot, and hazardous chemicals," announced plans earlier this month to sue the company. Musk’s facility has since obtained the necessary permits for its turbines.

As the xAI example demonstrates, while the "shadow grid" strategy purports to solve public grid overload, it risks creating a host of new problems. Environmental activists and local communities alike are expressing concern about the potential for these new facilities to discharge pollution into residential areas.

At the federal level, the Trump administration, which has prioritized AI, has also sought to characterize the industry as responsible stewards of the communities in which they build. Trump officials have even proposed a hypothetical policy that would compel AI companies to internalize the costs of their contributions to local electrical grids, although specific details of this policy remain vague.

For years, communities have incentivized data center development through tax breaks. Last summer, a CNBC analysis revealed that 42 U.S. states either have no sales tax or provide full or partial sales tax exemptions to tech firms. Among these, 16 states publicly disclosed the value of tax breaks awarded to companies, totaling approximately $6 billion in forfeited revenue over a five-year period, according to the outlet.

Presently, however, an increasing number of states are considering discontinuing these incentives. In Georgia, for example, several bills have recently been introduced to curtail industry benefits. State Senator Matt Brass, who proposed legislation to eliminate the server sales tax exemption, told TechCrunch he believes tech companies do not require the additional funds, nor will ending the benefit deter them from operating in the state. "In Georgia, if you compare us to other states, our property taxes are low, our property values are low, our overall tax burden is low," Brass stated. "So, you know, our overall business climate is good. That should be the attraction."

Brass, who chairs Georgia’s rules committee, informed TechCrunch that he anticipates substantial support for his proposed policy. A similar legislative measure passed the Georgia legislature in 2024 but was subsequently vetoed by the governor. Brass further suggested that eliminating the exemption could potentially generate hundreds of millions of dollars for the state.

A comparable policy debate is unfolding in Ohio, where a group of Democratic lawmakers recently introduced legislation mirroring Georgia’s efforts to eliminate the state’s sales tax exemption. An analogous policy was proposed last year but, like in Georgia, was defeated by Governor Mike DeWine. State Senator Kent Smith, a proponent of the bill, recently asserted, "The most ridiculous tax break on the books currently is for data centers. That tax break needs to end, for the benefit of everyone who’s got an electric bill."

Conversely, numerous lawmakers continue to advocate for the server sales tax exemption. In Colorado, State Representative Alex Valdez recently introduced a bill designed to preserve this loophole for data centers for the next two decades. Valdez explained to TechCrunch that the exemption serves primarily as an incentive to attract tech companies. Once established, he argued, these operations become a source of passive revenue that ultimately benefits their host communities.