Brutus' advocacy refers to the arguments made in 'Brutus 1', an Anti-Federalist paper that strongly opposed the ratification of the U.S. Constitution. Brutus, believed to be Robert Yates, argued that a large republic would lead to a loss of individual freedoms and a concentration of power in a distant central government. This perspective is critical for understanding the tension between federal and state authority and the fear of tyranny.