We live in an increasingly collaborative era, where the Internet enables distance collaboration almost trivially -- not just with e-mail and videoconferencing, but with collaborative realtime document editing and networked transmission of data and analyses. These tools allow us to collectively leverage many resources to rapidly solve problems and ultimately accelerate scientific discovery. But while these tools and technologies are fundamentally changing how we collaborate on science, there is still considerable room for