Standard astronomical practice (make catalogs, search in catalogs, follow up with image analysis or new data) prevents us from making many important kinds of discoveries in large archived astronomical surveys. I will show that we can measure the proper motions or variabilities of sources that are too faint to be detected at any of the imaging epochs in a multi-epoch survey (like SDSS Stripe 82 or...