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The annotation game: On Turing (1950) on computing, machinery, and intelligence

In Robert Epstein & Grace Peters (eds.), [Book Chapter] (in Press). Kluwer Academic Publishers (2006)

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  1. Minds, machines and Turing: The indistinguishability of indistinguishables.Stevan Harnad - 2000 - Journal of Logic, Language and Information 9 (4):425-445.
    Turing's celebrated 1950 paper proposes a very general methodological criterion for modelling mental function: total functional equivalence and indistinguishability. His criterion gives rise to a hierarchy of Turing Tests, from subtotal ("toy") fragments of our functions (t1), to total symbolic (pen-pal) function (T2 -- the standard Turing Test), to total external sensorimotor (robotic) function (T3), to total internal microfunction (T4), to total indistinguishability in every empirically discernible respect (T5). This is a "reverse-engineering" hierarchy of (decreasing) empirical underdetermination of the theory (...)
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  • Explaining Consciousness: The Hard Problem.Jonathan Shear (ed.) - 1997 - MIT Press.
    In this book philosophers, physicists, psychologists, neurophysiologists, computer scientists, and others address this central topic in the growing discipline..
  • The Turing test is not a trick: Turing indistinguishability is a scientific criterion.Stevan Harnad - 1992 - SIGART Bulletin 3 (4):9-10.
    It is important to understand that the Turing Test is not, nor was it intended to be, a trick; how well one can fool someone is not a measure of scientific progress. The TT is an empirical criterion: It sets AI's empirical goal to be to generate human-scale performance capacity. This goal will be met when the candidate's performance is totally indistinguishable from a human's. Until then, the TT simply represents what it is that AI must endeavor eventually to accomplish (...)
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  • No easy way out.Stevan Harnad - 2001 - Science 41 (2):36-42.
    The mind/body problem is the feeling/function problem: How and why do feeling systems feel? The problem is not just "hard" but insoluble (unless one is ready to resort to telekinetic dualism). Fortunately, the "easy" problems of cognitive science (such as the how and why of categorization and language) are not insoluble. Five books (by Damasio, Edelman/Tononi, McGinn, Tomasello and Fodor) are reviewed in this context.
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  • Minds, machines and Turing: The indistinguishability of indistinguishables.Stevan Harnad - unknown
    Turing's celebrated 1950 paper proposes a very general methodological criterion for modelling mental function: total functional equivalence and indistinguishability. His criterion gives rise to a hierarchy of Turing Tests, from subtotal ("toy") fragments of our functions (t1), to total symbolic (pen-pal) function (T2 -- the standard Turing Test), to total external sensorimotor (robotic) function (T3), to total internal microfunction (T4), to total indistinguishability in every empirically discernible respect (T5). This is a "reverse-engineering" hierarchy of (decreasing) empirical underdetermination of the theory (...)
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  • Grounding symbols in the analog world with neural nets.Stevan Harnad - 1993 - Think (misc) 2 (1):12-78.
    Harnad's main argument can be roughly summarised as follows: due to Searle's Chinese Room argument, symbol systems by themselves are insufficient to exhibit cognition, because the symbols are not grounded in the real world, hence without meaning. However, a symbol system that is connected to the real world through transducers receiving sensory data, with neural nets translating these data into sensory categories, would not be subject to the Chinese Room argument. Harnad's article is not only the starting point for the (...)
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  • Darwin, Skinner, Turing and the mind.Stevan Harnad - 2002 - Magyar Pszichologiai Szemle 57 (4):521-528.
    Darwin differs from Newton and Einstein in that his ideas do not require a complicated or deep mind to understand them, and perhaps did not even require such a mind in order to generate them in the first place. It can be explained to any school-child (as Newtonian mechanics and Einsteinian relativity cannot) that living creatures are just Darwinian survival/reproduction machines. They have whatever structure they have through a combination of chance and its consequences: Chance causes changes in the genetic (...)
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  • Minds, machines and Searle.Stevan Harnad - 1989 - Journal of Theoretical and Experimental Artificial Intelligence 1:5-25.
    Searle's celebrated Chinese Room Argument has shaken the foundations of Artificial Intelligence. Many refutations have been attempted, but none seem convincing. This paper is an attempt to sort out explicitly the assumptions and the logical, methodological and empirical points of disagreement. Searle is shown to have underestimated some features of computer modeling, but the heart of the issue turns out to be an empirical question about the scope and limits of the purely symbolic (computational) model of the mind. Nonsymbolic modeling (...)
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  • Minds, machines and Searle.Stevan Harnad - 1989 - Journal of Experimental and Theoretical Artificial Intelligence 1 (4):5-25.
    Searle's celebrated Chinese Room Argument has shaken the foundations of Artificial Intelligence. Many refutations have been attempted, but none seem convincing. This paper is an attempt to sort out explicitly the assumptions and the logical, methodological and empirical points of disagreement. Searle is shown to have underestimated some features of computer modeling, but the heart of the issue turns out to be an empirical question about the scope and limits of the purely symbolic model of the mind. Nonsymbolic modeling turns (...)
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  • Can a machine be conscious? How?Stevan Harnad - 2003 - Journal of Consciousness Studies 10 (4-5):67-75.
    A "machine" is any causal physical system, hence we are machines, hence machines can be conscious. The question is: which kinds of machines can be conscious? Chances are that robots that can pass the Turing Test -- completely indistinguishable from us in their behavioral capacities -- can be conscious (i.e. feel), but we can never be sure (because of the "other-minds" problem). And we can never know HOW they have minds, because of the "mind/body" problem. We can only know how (...)
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  • Turing indistinguishability and the blind watchmaker.Stevan Harnad - 2002 - In James H. Fetzer (ed.), Consciousness Evolving. John Benjamins. pp. 3-18.
    Many special problems crop up when evolutionary theory turns, quite naturally, to the question of the adaptive value and causal role of consciousness in human and nonhuman organisms. One problem is that -- unless we are to be dualists, treating it as an independent nonphysical force -- consciousness could not have had an independent adaptive function of its own, over and above whatever behavioral and physiological functions it "supervenes" on, because evolution is completely blind to the difference between a conscious (...)
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  • Consciousness: An afterthought.Stevan Harnad - 1982 - Cognition and Brain Theory 5:29-47.
    There are many possible approaches to the mind/brain problem. One of the most prominent, and perhaps the most practical, is to ignore it.
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