In this talk, I will share some insights and observations from our work on Atlas, the world’s most dynamic humanoid robot. I’ll talk about some of the core ideas—like model-predictive control (MPC)—that have made an impact for us, how learning is playing a larger role in how we design control systems at Boston Dynamics, and how we think about scaling up through real world deployments.