Generative AI is reshaping how students learn, produce work, and engage with content—challenging traditional approaches to teaching and assessment. This hands-on workshop helps faculty critically examine how AI intersects with course goals, assignment design, and academic integrity. Participants will explore practical strategies for designing courses that either thoughtfully integrate or proactively respond to AI technologies.