Chapter Two analyzes the rebirth of sortition in the West during the Middle Ages and the Early Modern period. It explores the mutations of the medieval and Renaissance Italian republics, as well as the practices of sortition in Early Modern Spain, Switzerland, and other European countries. During these periods, sortition was widespread and took many different guises, though it was always combined with elections and cooption. It was above all a means to channel the competition for power and resources among groups, and especially among the elite. It was a key element of “distributive aristocracies” in different republican contexts, in which a relatively small subsections of elite citizens could develop self-government in the name of the common good and enjoy the privileges of administrating the polity. In the Italian Communes of the thirteenth century and for limited periods of time in Florence, republican self-government was extended to a larger circle of citizens. Practices of sortition in India are also described. Prior to modernity, although the scientific notion of representative sampling was still unknown, political sortition was linked to an empirical “taming of chance” and used as a rational instrument of government.