We are developing interfaces that allow people to benefit from the knowledge and experience of others at the moment when that knowledge is most relevant. Using a variety of sensing and perception technologies, combined with common sense reasoning, these systems try to predict what a person is interested in or trying to do and bring up relevant knowledge and memories proactively.