Using case studies and ethnographic examples, anthropologists have for some time proposed that the emergence of hierarchical structures in human societies was in part a product of attempting to overcome cognitive limits in the number of people any one person can deal with simultaneously without hitting information processing challenges. The building of a vast new dataset that goes beyond these case studies and attempts to track variables describing all societies throughout human history and pre-history is now allowing social theories to be tested on a much larger number of examples.