The Trump Administration has proposed implementing a broad range of regulatory changes in order to promote the development of artificial intelligence (AI) in the United States. Here, we discuss the environmental implications of the White House’s proposed plans on various industrial sectors, including electric power generation and transmission, data centers, and semiconductor manufacturing.