Geographic proximity between innovating actors has been shown to facilitate knowledge transfers and spillovers. However, the degree to which these effects are driven by serendipitous encounters has yet to be examined. This column explores this issue for a sample of Norwegian firms. Of the relationships that help firms innovate, fewer than 10% are formed in purely casual circumstances. The results imply that knowledge isn’t so much ‘in the air’; transfers usually result from purposeful search.