Universities have begun experimenting with AI avatars that deliver lectures, and students say they often cannot spot the difference from a human presenter. That raises a practical question for lecturers: what exactly makes a lesson worth hearing from a person rather than a machine? The piece looks at where live teaching still beats a script, and whether students notice or care.