Beyond that, there seems to be a lot of ad-less Pandora going on: join a genre-focused room and get a stream of stuff you may or may not know without the labor of building a playlist in Grooveshark. As stated elsewhere, this can be annoying though, because people suck at sticking to the stated genre (ie. frantic Drum and Bass in a "chillout" room).
If it really gets traction, it will also become a target for bands to market themselves. I've already seen some DJs spinning their own songs.
Big hurdle: it's ugly. They should fix that, especially since it's basically a "place" to hang out.