AI is reshaping every corner of medicine, but each specialty faces its own challenges, from data and validation to regulation and clinical adoption. This informal session brings together clinicians, informaticians, researchers and industry colleagues by sub-specialty, so you can meet peers working on similar problems. Compare what is working in practice, share lessons from real-world deployment, and find collaborators for future projects. Join a sub-specialty table or move between groups. No preparation is needed, just bring your questions and your experience.