Yes, AI Can Match Human Intelligence William J. Rapaport Department of Computer Science and Engineering, Department of Philosophy, Department of Linguistics, and Center for Cognitive Science University at Buffalo, The State University of New York, Buffalo, NY 14260-2500
[email protected] http://www.cse.buffalo.edu/∼rapaport/ August 28, 2021 Abstract This is a draft of the “Yes” side of a proposed debate book, Will AI Match (or Even Exceed) Human Intelligence? (Routledge).1 The “No” position will be taken by Selmer Bringsjord, and will be followed by rejoinders on each side. AI should be considered as the branch of computer science that investi- gates whether, and to what extent, cognition is computable. Computability is a logical or mathematical notion. So, the only way to prove that something— including (some aspect of) cognition—is not computable is via a logical or mathematical argument. Because no such argument has met with general acceptance (in the way that other proofs of non-computability, such as the Halting Problem, have been generally accepted), there is no logical reason to think that AI won’t eventually match human intelligence. Along the way, I discuss the Turing Test as a measure of AI’s success at showing the com- putability of various aspects of cognition, and I consider the potential road- blocks set by consciousness, qualia, and mathematical intuition. 1Our preferred title is Will AI Succeed?. 1 Contents 1 Yes, (Real) Intelligence (Probably) Is (Artificially) Computable 5 2 What Is AI? 6 2.1 A Very, Very Brief History of AI . 6 2.1.1 Turing on “Machine” Intelligence .