As AI advances rapidly, a growing number of environmental organizations are integrating it into their daily workflows to analyze climate data, monitor wildfires, and count endangered wildlife populations. Yet these same groups are among the staunchest critics of AI infrastructure expansion, warning that the data centers powering AI operations are driving escalating energy consumption, water demand, and greenhouse gas emissions.