Cities have long been imagined as “machines for living,” and today's data technologies carry the promise of making them more “intelligent” - more attuned to the lives of citizens; better able to ensure feedback and the re-adjustment of relations between people, environments, and institutions. How might data, and data culture, play a role in reshaping city life, for whom, and to what end? Essay published in London Ideas.