Start with an obscure artist: various sites will then recommend "Radiohead". Yeah, I think I heard of them.

How about recommending other obscure stuff rather than funneling everything into mainstream?

I feel like they find other users that like the same artist, then look for other artists these users also like ... it ferrets out the lowest common denominator.