title: Cooperation and the evolution of intelligence.
abstract: The high levels of intelligence seen in humans, other primates, certain cetaceans and birds remain a major puzzle for evolutionary biologists, anthropologists and psychologists. It has long been held that social interactions provide the selection pressures necessary for the evolution of advanced cognitive abilities (the 'social intelligence hypothesis'), and in recent years decision-making in the context of cooperative social interactions has been conjectured to be of particular importance. Here we use an artificial neural network model to show that selection for efficient decision-making in cooperative dilemmas can give rise to selection pressures for greater cognitive abilities, and that intelligent strategies can themselves select for greater intelligence, leading to a Machiavellian arms race. Our results provide mechanistic support for the social intelligence hypothesis, highlight the potential importance of cooperative behaviour in the evolution of intelligence and may help us to explain the distribution of cooperation with intelligence across taxa.
authors.affiliation: Department of Zoology, School of Natural Sciences, Trinity College Dublin, Dublin 2, Republic of Ireland. mcnalll@tcd.ie
authors.forename: Luke
authors.initials: L
authors.lastname: McNally
authors.forename: Sam P
authors.initials: SP
authors.lastname: Brown
authors.forename: Andrew L
authors.initials: AL
authors.lastname: Jackson
mesh_terms: D005075:Biological Evolution; D001921:Brain / Q000502:physiology; D003071:Cognition; D003299:Cooperative Behavior; D003657:Decision Making; D006801:Humans; D007360:Intelligence; D008257:Machiavellianism; D016571:Neural Networks, Computer