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AI data center water use and cooling news
Cooling and water-supply stories read through the attribution thesis: why headline per-prompt figures rarely survive contact with facility-level data on where the water actually goes.
Graded evidence for this beat
Loophole leaves Oklahoma data center water consumption largely untracked
A reporting loophole leaves much of Oklahoma's data-center water consumption officially untracked, according to state coverage. This is the Water ledger's core caveat in the wild: without facility-level disclosure, neither residents nor analysts can separate a specific campus's consumptive use from background demand. Consistent with the Contested grade, the story is evidence of the measurement gap itself, not proof of a quantified local harm - the water use can only be graded where permits and sourcing are public.