This paper presentation argues that Cicero’s Five Canons equip L2 teachers to assess what AI cannot: rhetorical nuance. Drawing on over 1,400 peer feedback instances from 700+ students, we demonstrate how classical rhetoric validates teacher expertise and provides practical strategies for maintaining pedagogical authority in an increasingly automated world.