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Volume 12, Number 4, 563-579, DOI: 10.1023/A:1021150928258

Computing Machines Can't Be Intelligent (...and Turing Said So)

Peter Kugel

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Abstract

According to the conventional wisdom, Turing (1950) said that computing machines can be intelligent. I don''t believe it. I think that what Turing really said was that computing machines –- computers limited to computing –- can only fake intelligence. If we want computers to become genuinelyintelligent, we will have to give them enough ldquoinitiativerdquo (Turing, 1948, p. 21) to do more than compute. In this paper, I want to try to develop this idea. I want to explain how giving computers more ``initiative'''' can allow them to do more than compute. And I want to say why I believe (and believe that Turing believed) that they will have to go beyond computation before they can become genuinely intelligent.

abstract machines - Artificial Intelligence - Cognitive Science - hypercomputation - intelligence - limiting computability - models of mind - Putnam-Gold machines - trial-and-error machines

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