How much of a problem is AI’s water use?

Protesters in Texas, New Mexico and Arizona are demanding limits on data-center water use as AI workloads expand, citing the cooling systems that evaporate water to keep processors—sometimes reaching 176 °F—operational. Industry reports on AI-related water consumption vary widely, with some claims of 500 ml per query and corporate disclosures often incomplete or inconsistent.