The article reconstructs the Frankfurt School's trajectory regarding the concept of socialism during the XX century. Considering its appropriations of both Marx's work and his respective critiques of capitalism, the meaning of socialism for Critical Theory's first and second generation is examined in relation to concepts such as "revolution," "liberation," and "democracy." It concludes by pointing out relevant continuities and ruptures in the approaches to socialism within the framework of this tradition.