Faculty and institutions are adapting to AI's presence in classrooms amid concerns about academic integrity and student learning. Only 39% of institutions have formal AI policies, yet educators are redesigning assignments to emphasize critical thinking and process transparency rather than final outputs. AI podcast discussions emphasize framing AI assistance around integrity rather than cheating and view AI as a continuation of educational technological evolution.