AI didn’t save me from work. It replaced repetitive Canvas labor with cumulative intellectual work.
Lesson for universities: use machines to reduce paperwork—and the savings to bring humans back into the room.
computationalhistory.substack.com/p/how-ai-sav...
computationalhistory.substack.com
How AI Saved One Professor from Drudgery
Implications for Administrators