In the search for a new framework, we have come to believe strongly in emerging management principles based on the “new science” of complexity that exploit an understanding of autonomous human behavior gained from the study of living systems in nature. Specifically, we have begun to build the notion of complex adaptive systems (CAS) into our management assumptions and practices. Complexity scientists have studied the collective behavior of living systems in nature such as the flocking of birds, schooling of fish, marching of ants and the swarming of bees. They have discovered that, while.