We use this in my science education platform: we make students talk out loud about what they're thinking. Not a chatbot, but guided inquiry that's designed to make them actually mentally engage with what they're seeing

A Mathematicians Lament mentions students explaining rather than reciting the equations, too, to correctly learn them