A hybrid panel discussion on how AI-enabled systems affect humanitarian aid, disaster preparedness, and community resilience, including technical examples (predictive modeling, risk mapping) and ethical/governance considerations. Featured panelists include experts from Geospatial Consulting Group International and the Stimson Center. Event open to in-person and online participants.