These are the slides of a talk about some of our research at Spotify, as part of the celebration kickoff of Chalmers AI Research Centre in Gothenburg. I always like to make a story in my talk, and this time I wanted to reflect on the "push" (think recommender system) and "pull" (think search) paradigms. I am using this quote from Nicholas Belkin and Bruce Croft from their Communications of the ACM article published in 1992 to frame my story: "We conclude that information retrieval and information filtering are indeed two sides of the same coin. They work together to help people get the information needed to perform their tasks."