If some uses of AI undermine learning and assessment, we must work to prevent such use. In this workshop, offered on two different days in two different modalities, we discuss the challenges AI creates for traditional strategies (detection and punishment) and propose a number of alternatives that leverage what we know about student motivation to cheat. The follow-on clinic will provide further opportunities to design assignments and activities that motivate integrity.