Talks & Explainers I introduce the AI problem understanding chasm as the major challenge to realize, safe, equitable, robust AI. What is the socio technical environment and what does it have to do with AI? Northeastern University, Innovators in Health Equity and Racial Justice Series, March 25, 2021 PAIR Symposium Panel: Nov 18, 2020 2020 PAIR Symposium on "Boundary Objects for Participatory Machine Learning,": November 18, 2020 Stanford AIMI Symposium: August 5, 2020 Ai Suisse: September 2020