ARTFEED — Contemporary Art Intelligence

AI Data Center Water Use in California Is Negligible Compared to Total Consumption

ai-technology · 2026-05-02

A new analysis by Jay Lund, Emeritus Distinguished Professor at UC Davis, estimates that artificial intelligence data centers in California consume between 32,000 and 290,000 acre-feet of water annually, representing just 0.08% to 0.7% of the state's total human water use. The calculations, based on fundamental physics and cross-checked with four AI models, show that even the highest estimate (290,000 acre-feet) is less than 1% of California's 40 million acre-feet annual consumption. Lund criticizes media and advocacy groups for exaggerating AI's water footprint, noting that beer production in Central Arizona uses more water than local data centers. He argues that preliminary quantitative estimates are often omitted from policy discussions, and that AI itself can help produce such estimates transparently. The analysis highlights that data center water use is modest in California but may be larger in other states with less developed water infrastructure. Lund concludes that public discourse on water issues is often driven by fear rather than evidence, and that AI provides tools for more reasoned debate.

Key facts

  • California data centers use 32,000–290,000 acre-feet of water per year.
  • This is 0.08%–0.7% of California's total human water use of 40 million acre-feet.
  • Estimates were derived from physics and cross-checked with four AI models.
  • Beer production in Central Arizona consumes more water than data centers in that region.
  • Lund criticizes media and advocates for lacking transparent, quantitative estimates.
  • Data center water use is mostly for evaporative cooling.
  • California has about 15 million square feet of data center floor space.
  • AI water use is among the most economically effective uses of water in California.

Entities

Institutions

  • University of California – Davis
  • Center for Watershed Sciences
  • Kyl Center for Water Policy
  • Arizona State University
  • American Water Works Association

Locations

  • California
  • United States
  • Central Arizona
  • Arizona

Sources