As Artificial Intelligence (AI) became increasingly more prevalent in higher education, and showed clear implications in the ways we approach academic research, librarians needed to learn what impacts AI would have in their practice. The Teaching and Learning Services unit at the University of Maryland, College Park spearheaded how to incorporate discussions about AI literacy into library instruction by preparing lesson plans and talking points for research librarians and organized professional development workshops for librarians about AI. This session will discuss how Teaching and Learning Services librarians collaborated with our Academic Writing Program to regularly incorporate AI literacy into our First-Year library instruction curriculum and actionable strategies we used to prepare research librarians to discuss AI in their classroom. We will also discuss our plans for the future as AI continues to evolve.