Nvidia announced a new cooling system that cuts water use inside the data center. But it does nothing to address AI's biggest water use — fossil fuel power plants.

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.