Wired, December 2006, p. 46 Is collective intelligence really more intelligent? Jackie Fenn Gartner fellow, Emerging Trends and Technologies Collective intelligence isn't about outsmarting the experts; it's about taking advantage of a broader range of resources. For content creation, individuals are good at figuring out what needs to be done and where they have the skills, time, and motivation to contribute. Then peer recognition drives the highest-quality contributions to the top of the pile. Paul Ginsparg Founder, arXiv.org When expert opinion becomes accepted wisdom, the collective intelligence can be smarter than the individual expert by virtue of being more comprehensive. At least until the next major conceptual shift leaves the collective behind. Major developments in the sciences have frequently taken this path. Robin Hanson Economist, George Mason University Companies often wonder: Should we consult a broad opinion poll or a blue-ribbon committee? Prediction markets offer a better way. Because these markets reward being right and penalize being wrong, they tend to be dominated by a few experts when the experts know best, and by the masses when the crowd knows best. Either way, you win.