The hyperscalers — Google, Meta, Amazon, Microsoft — are building AI infrastructure that consumes electricity and water on a scale that overwhelms the rural communities where they site it. They are extracting those resources at favorable rates and leaving the residents who were there first to cover the difference on their utility bills and their aquifers. This is the core dynamic, and it is not a partisan one.
It is true that the AI buildout represents real infrastructure, not vaporware. These are not crypto mines with a shelf life measured in hype cycles. Meta signed a twenty-year power purchase agreement for the entire 1.1-gigawatt output of Constellation’s Clinton Clean Energy Center in Illinois. Microsoft accelerated its Three Mile Island restart with a billion-dollar federal loan. These are capital-intensive, long-horizon commitments to physical plant that will operate for decades. The engineering substance is genuine. The same firms making those commitments are the ones Abbott is courting with deregulated-grid incentives and a permissive land-use environment. The problem is not whether the infrastructure is real; the problem is who pays for it and who was asked.
A data center is a warehouse packed with thousands of specialized chips — GPU-clusters, graphics processing units repurposed for training and running large language models — generating substantial heat. The chips must be cooled continuously or they throttle or fail. The dominant cooling method is evaporative: water absorbs heat and is lost to the atmosphere. A large facility consumes millions of gallons per day in regions where the Ogallala Aquifer is already declining. The electricity demand is comparable. A single large campus draws hundreds of megawatts — the equivalent of a mid-sized city — under long-term agreements that lock up generating capacity for decades and shift the marginal cost of grid expansion onto whoever is left.
In Texas, Gov. Greg Abbott has courted the data center industry aggressively, positioning the state’s deregulated grid and permissive land-use environment as competitive advantages. His administration has channeled more than a billion dollars in incentives toward the buildout. Democrats, until recently, had little to say about it — and their own voters have begun to notice. That silence has been costly, because the communities experiencing the extraction are predominantly rural and predominantly conservative — the same communities whose voters the party has spent three decades failing to reach.
The backlash did not come from the left. Ranchers and farmers in the Texas panhandle and West Texas, watching their water tables drop and their electricity rates rise, began showing up at county commission meetings and demanding moratoriums. One Texas county issued the state’s first moratorium on data centers in May to study the impacts. What the communities discovered is the structure of the arrangement: the hyperscaler signs a long-term agreement favorable to the hyperscaler, the grid expands to serve the hyperscaler, the cost of that expansion is socialized across all ratepayers, and the aquifer decline is borne by the neighbors. When rural conservatives — people who do not generally ask the government to intervene in business — begin demanding that their representatives stop the buildout, the political calculus has changed.
Gina Hinojosa, the Democratic nominee for Texas governor, recognized the shift. Speaking to a crowd of about 160 in Amarillo, in the panhandle, she reframed data centers as an extraction story rather than a technology-innovation story. Her argument, per the Associated Press reporting, is straightforward: Abbott’s administration is courting the companies while the constituents pay the rate increases. That reframing — from partisan technology debate to bipartisan economic extraction — is sharper than anything her party has managed on the subject nationally.
The dynamic is dividing conservative rural areas that have historically served as a counterweight to Democratic urban strongholds. The same pattern is appearing in Arizona, Ohio, and New York, where lawmakers approved a one-year moratorium on large data centers in June. The backlash is not a Texas phenomenon. It is a land-use-and-ratepayer phenomenon wearing a Texas hat in Texas, an Ohio hat in Ohio, and a New York hat in New York. The common feature is not partisanship; it is proximity to extraction.
The pattern is not new to the communities that are now fighting it. My father’s mill in Selkirk was acquired by a multinational in 1995 and restructured within two years. The playbook — extract the surplus the community built, lock the community in by raising the cost of leaving, find the next set of resources, do it again — is older than the mechanism. The mechanism is new. Cloud infrastructure, long-term power agreements, evaporative cooling at industrial scale. The playbook is not. The communities of the Texas panhandle who watched manufacturing leave under NAFTA-era trade agreements that externalized costs onto communities while concentrating benefits elsewhere are watching the same operation run on a different input. Water and electricity instead of skilled labor. The ranchers Hinojosa met in Amarillo know what extraction looks like. They have seen it before on different landscapes. Whether they can stop it on this one is the open question the November election will begin to answer.