There’s gold in the data that Amazon, Apple, Facebook, Google, and Microsoft have about us. And that gold will be worth a lot less to them if the knowledge that produces it is shared with everyone. But just as the most brilliant thinkers of the age failed to make progress while practicing in secret, secret algorithms based on secret data are likely to lead to missed opportunities for improvement.