Keynote 1: Peter Turchin "Computational Humanities and Testing Theories of the Evolution of Social Complexity in Human History"

:speech_balloon: Speaker: Peter Turchin

:classical_building: Affiliation: Complexity Science Hub–Vienna and University of Connecticut

Title: Computational Humanities and Testing Theories of the Evolution of Social Complexity in Human History

Abstract: During the Holocene the scale and complexity of human societies increased dramatically. Generations of scholars have proposed different theories explaining this expansion, which range from functionalist explanations, focusing on the provision of public goods, to conflict theories, emphasizing the role of class struggle or warfare. To quantitatively test these theories, I develop a general dynamical model, based on the theoretical framework of cultural macroevolution. Using this model and Seshat: Global History Databank I test 17 potential predictor variables proxying mechanisms suggested by major theories of sociopolitical complexity (and >100,000 combinations of these predictors). The best-fitting model indicates a strong causal role played by a combination of increasing agricultural productivity and invention/adoption of military technologies (most notably, iron weapons and cavalry in the first millennium BCE).