The decision to automate can be challenging. Clearly computers have many advantages—productivity, speed, quality, scale, consistency, and reduction of human injury. Automated actors are more capable in low-judgment settings where well-known and repeatable activities are performed, like timing the inputs on an assembly line, holding an altitude for an airplane, or checking if every box has been completed on a form. But computers also break down unexpectedly and require maintenance. Humans, on the other hand, are uniquely able to deal with high-judgment activities that feature uncertainty or ambiguity like the diagnosis and treatment of illness, risk assessment, human communication, interaction, and learning.