Featured during TEDxMileHigh Humankind, Prof. Hayes delivered a talk at the Buell Theatre in downtown Denver, Colorado speaking about the critical importance of Explainable AI as we build increasingly capable AI systems. In order to trust AI systems that make decisions that affect us, we need to have a thorough understanding of both how and why they make decisions.