This talk will begin by looking at predictions from the past about the future of work. Then it will focus on a promising new way to predict how work will be organized in the future: by thinking about how to create more intelligent organizations. Examples to be described include: studies of why some groups are smarter than others, studies of how people and machines together can do better than either alone, and ways to harness the collective intelligence of thousands of people to solve complex problems like climate change.