Presentation of activities (two workshops) organized and conducted at the Department of Architecture where the outcomes realized and the main structure of the schedule. refer to a proper use of GAI tools. Good practice for highlighting new methodologies and good final results and for creating a solid debate in order to foster innovation in higher education.