Like all ambitious papers, "Recurrent Independent Mechanisms" by Anirudh Goyal, Alex Lamb, Jordan Hoffmann, Shagun Sodhani, Sergey Levine, Yoshua Bengio, and Bernhard Schölkopf begins with an introduction that's one part motivation and one part philosophy. To motivate the Recurrent Independent Mechanisms (RIMs) model architecture,