Elon Musk backed Nvidia's claim that advanced liquid-cooling technology could dramatically reduce AI data center water consumption.

It's a bold claim with high stakes given the scrutiny of data centers.

Nvidia says its next-gen liquid cooling achieves 300x water efficiency in AI data centers, but climate variability and scale could complicate the claim.