This MIT Tech Review article about face verification is interesting, if only because face comparisons are one of those things that people are supposed to be ideally suited for. I'm not sure that the Facebook project presented in the article is really as good as they claim (that's a function of the training data, of course, and may not be much like real world face-matching conditions since it's, um, a Book of Faces) but it sounds like a decent start.