For now, the disagreement comes down to transparency. Altman argues that AI water consumption is being exaggerated, while researchers say there isn't enough public operational data to independently verify his figures. If California's disclosure rules take effect, they could provide much clearer data for testing claims about AI's true environmental footprint.