Even cooler, I think, are "working papers". In my arguably limited experience, this seems to be popular mostly in economics. As I understand it, authors are soliciting comment from peers, and thinking becomes long-term collaborative. It's a conversation, not a paper. Maybe scientific research can become even more open and collaborative, using the GitHub model or whatever.
