Importance of the chaos for computational processes of collective intelligence in social structures

Today, computers are based on automata model of computations i.e. Turing Machine and are designed to be deterministic; chaotic behavior is undesirable when considering the stability of algorithms for example. However, when attempting to build the theory of the phenomena of Collective Intelligence (CI), it appears that molecular models of computations relying on chaotic behavior of its components must be used as the computational model. Moreover, Chaos emerges as the essential component for Collective Intelligence (CI) computational processes, providing some required computational mechanisms and computational properties. The paper attempts to define Collective Intelligence and describe relations between CI and Chaos.