First Screen Shots of Riya: "I was presented with a view of facial thumbnails of everyone in my photos. Riya asks that you begin to educate it by telling it who the people are…it then very quickly starts to auto-tag pictures with a surprising level of accuracy."

Interesting - sounds like a photographic Shazam