The Short Version
Reliable primary and secondary sources indicate that a Patterns study estimated AI’s 2025 water footprint at roughly 312.5 to 764.6 billion liters. The attribution and range are substantially correct. The main caveat is that this is a modeled estimate with uncertainty, not a directly measured industry-wide total, and the study’s scope is somewhat narrower than the phrase “AI industry” suggests.