What will it take to enable a future where machines pervasively integrate into the fabric of life, supporting people with cognitive and physical tasks. We examine the gaps between where robots are today and the promise of pervasive robots in this wide-ranging conversation with the leader of MIT’s Computer Science and Artificial Intelligence Laboratory.