A 5/5 load across five colleges at Purdue University Northwest, roughly 240 students a year. Project based, active and agile, and built so students leave with something they made.
I came to teaching from trades and production, so my classroom looks like a shop. Students make things, we put them on the wall, and we talk about what is actually working. ACUE certified in effective teaching practice, and I use it.
AI belongs in that room, out loud. Not as a shortcut around the work but as a tool students learn to hold, argue with, and account for. Human in the loop is the standard, and it is graded like one.
Faculty development, AI integration, and course design for programs that want to do this well rather than quickly.