Governments worldwide have been adopting national AI strategies to guide the design of policies for enhancing Artificial Intelligence (AI) development. Through these strategies, many countries have expressed AI’s potential for helping combat environmental degradation, but almost none have reflected on the role of strategies in reducing AI’s own environmental impacts. This article discusses this trend and reflects on how public policies could help make AI development and deployment less impactful.