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The Fight Over Data Centers Is a Fight Over Who Owns the Compute

As data center opposition spreads across the U.S., distributed A.I. infrastructure could ease local burdens while widening who can own, supply and access compute.

Zoning hearings in Tucson, Reno and smaller towns across the American West now fill up with residents holding groundwater charts and utility bills. At least 75 U.S. projects worth roughly $130 billion were blocked or delayed in the first quarter of 2026, a total nearly equal to the whole of the previous year. Active opposition groups climbed from 396 to 833 across 49 states over those same three months.

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Reporting on the revolt usually settles on the physical inputs like megawatts, acre-feet, transmission corridors and generator noise. Most of those objections survive scrutiny. Sitting underneath them is a question about ownership that gets much less airtime. Who owns the compute, and who gets to participate in the economy it creates?

Costs land inside county lines

Every physical burden an A.I. campus imposes can be mapped inside a county line, starting with water. Cooling demand in the Phoenix area is on track to rise roughly 870 percent, from 385 million gallons a year to more than 3.7 billion, in a basin where Lake Mead holds about a third of its capacity and Reclamation has already declared a shortage condition.

Electricity impacts are wider, yet still bounded by the reach of the regional grid operator. Electricity bills for households hundreds of miles from any server hall carry a similar imprint. Data center demand drove 63 percent of one year’s capacity price increase across the 13-state PJM grid region, or about $9.3 billion recovered from ratepayers, including households and small businesses.

Whatever these buildings produce departs the county almost immediately after it is computed. Compute belongs to a handful of firms; the weights trained on it stay........

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