Check out this video of Bay Raitt making faces on the website:
Yeah, you can now make concepts in seconds, and the quality appears to be pretty great in some cases.
Control the combination space by selecting images and controlling parameters. “Simply keep selecting the most interesting image to discover totally new images. Infinitely new random ‘children’ are made from each image. Artbreeder turns the simple act of exploration into creativity,” states the description.
You can learn more and test the service here.