The American National Standards Institute has published guidance on applying existing and emerging standards to make AI data centers more sustainable, covering water efficiency, energy use, and emissions metrics. ANSI is working with industry bodies to codify measurable benchmarks that facilities can voluntarily adopt while formal regulatory frameworks develop. Standardized metrics are seen as a precursor to mandatory reporting requirements being discussed in several state legislatures.

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