All new features require an adoption period where users familiarize themselves with the tech. Graph Search is one of Facebook’s most ambitious initiatives that places Facebook at the center of online discovery, but also brings with it some serious user challenges. This article from Gigaom shows both the machine learning and human intervention required to streamline the product to gain mass adoption.