How software can act as an assistant rather than a tool, by learning from interaction and proactively anticipating the user's needs

History's Great Recommenders: From ancient times to tomorrow

Michael Schrage considers the past, present, and future of recommendation engines, including Pattie Maes's advances in software agents.