Google. Wikipedia. Threadless. All are well-known examples of large, loosely organized groups of people working together electronically in surprisingly effective ways. These new modes of organizing work have been described with a variety of terms—radical decentralization, crowd-sourcing, wisdom of crowds, peer production, and wikinomics. The phrase we find most useful is collective intelligence, defined very broadly as groups of individuals doing things collectively that seem intelligent