Conversational & co-pilot UI patterns

The established patterns for chat and co-pilot surfaces: clarity, guidance, and
explainability; clear available actions; the ability to override AI suggestions; and
natural conversational flows. Students learn where conversational UX is the right
choice and where it is a liability.