Our brains are so primed to recognize faces - or to tell people apart - that we rarely even stop to think about it, but what happens in the brain when it engages in such recognition is still far from understood. Researchers have now shed new light on this issue. They found a striking similarity between the way in which faces are encoded in the brain and in successfully performing artificial intelligence systems known as deep neural networks.