The “General Problem Solver” Does Not Exist: Mortimer Taube and the Art of AI Criticism

Abstract

This article reconfigures the history of artificial intelligence (AI) and its accompanying tradition of criticism by excavating the work of Mortimer Taube, a pioneer in information and library sciences, whose magnum opus, Computers and Common Sense: The Myth of Thinking Machines (1961), has been mostly forgotten. To convey the essence of his distinctive critique, the article focuses on Taube's attack on the general problem solver (GPS), the second major AI program. After examining his analysis of the social construction of this and other “thinking machines,” it concludes that, despite technical changes in AI, much of Taube's criticism remains relevant today. Moreover, his status as an “information processing” insider who criticized AI on behalf of the public good challenges the boundaries and focus of most critiques of AI from the past half-century. In sum, Taube's work offers an alternative model from which contemporary AI workers and critics can learn much.