To develop equitable and trustworthy technology, we must understand how AI performs in practice, and guide and shape the way AI interacts with humans. Lightning talks from Juliana Bidadanure, Mark Duggan, Jennifer Pan, David Engstrom and Daniel Ho; followed by a panel discussion moderated by James Manyika and featuring Susan Athey, Erik Brynjolfsson, Kate Crawford and Tristan Harris.