Michael And Colin discuss the effect of innovation, and particularly artificial intelligence, on society with Rachel Dooley, Liz Grennan, and Ilona Logvinova of McKinsey. The group discusses what it means for an AI to be responsible including the management of training data and careful consideration of learning algorithms and the role start-ups play in the development of responsible AI.