To date, formal models of collective intelligence have lacked a plausible mathematical description the relationship between local-scale interactions highly autonomous sub-system components (individuals) and global-scale behavior composite system (the collective). In this paper we use Active Inference Formulation (AIF), framework for explaining any non-equilibrium steady state at scale, to posit...