Adding a comprehensive search feature that uses metadata in addition to user-defined tags, searching "Photos from Thanksgiving" pulls relevant images even if they didn't have those words in the post.
Conveniently, Gawker sister site Lifehacker has a feature today on how to protect your privacy by removing metadata from photos before posting them on websites or sending them out to strangers on the Internet.