This SIG follows the success of the CHI 2008 Workshop on Usable Artificial Intelligence and the AAAI 2007 Spring Symposium, Interaction Challenges for Intelligent Assistants, two forums that brought together practitioners from HCI and AI fields to explore HCI issues from the perspective of improving usability in intelligent systems.