Part I of my interview with Julian Togelius, who talks about the history of machine learning, the quest for Artificial General Intelligence (AGI), and the difficulties AI researchers have in defining exactly what intelligence is. Togelius is an associate professor of Computer Science at New York University. Togelius is the author of Artificial General Intelligence, published recently by MIT Press.