I made this point with Venkatesh Rao in our Future of Data Project for the CSC, but found myself at a table at the MongoDB NYC conference talking through it again---I think it's a useful enough idea, and maybe even an original enough one, to devote a post to. (Thank you to my Data Science employer Noodle Education for sending me there.)