Google is pushing for formal water use standards for data centers as community and regulatory pressure over consumption grows nationally. The company's proposal follows documented increases in water withdrawals tied to AI workload expansion at its facilities. Researchers at the University of Texas at Austin separately released findings showing Texas data centers face unresolved questions about long-term water availability. Voluntary standards proposals may accelerate state-level mandates if industry self-regulation is seen as insufficient.