tl;dr:"AI is impacting organizations, and managers need to start taking an active role in shaping what that looks like. There is no central authority that can tell you the best ways to use AI - every organization will need to figure it out for themselves.” Ethan proposes some principles:" (1) Let teams develop their own methods. Given that AIs perform more like people than software, they are often best managed as additional team members. (2) Build for the oncoming future. It is clear that advanced models are coming fast. (3) Organizations that wait to experiment will fall behind very quickly.