 One might think that access to more data by more investigators would inevitably optimize the truth-seeking goals of communities of investigators. On that intuition, faster and more complete communication—the contemporary science of the internet—would allow faster, more accurate, and more exploration of nature. Surprisingly, however, this first strand of modeling offers robust arguments for the potential benefits of limited communication.