An inventor's own knowledge is a key input in the innovation process. This knowledge can be built by interacting with … and patents. We document key empirical facts on inventors' productivity over the life cycle, inventors' research teams … better inventors are very strongly correlated with higher subsequent productivity. These facts motivate the main ingredients …