This panel brings together experts from research, policy, and practice to discuss innovations and challenges in using AI and machine learning for disaster risk analysis and management. Topics include technical approaches, policy implications, ethics, and governance. Speakers include leaders from Microsoft, University of Wisconsin-Madison, University of Maryland, and more. The event is online only.