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Volumn 16, Issue 2, 1993, Pages 157-180

Thinking with machines: Intelligence augmentation, evolutionary epistemology, and semiotic

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EID: 0012851774     PISSN: 10617361     EISSN: None     Source Type: Journal    
DOI: 10.1016/1061-7361(93)90026-N     Document Type: Article
Times cited : (50)

References (156)
  • 2
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    • Intelligent Writing: The Electronic Liberation of Text
    • who approaches the subject from the perspective of a profoundly philosophical student of media, see esp.
    • (1989) Technology and Society , vol.11 , pp. 387-400
    • Levinson1
  • 3
    • 45149140681 scopus 로고
    • Electronic Text and the Evolution of Media
    • A somewhat similar point was made a few years ago by Alan Kay, who can probably be fairly described as the father of the laptop computer; see
    • (1990) Journal of Social and Biological Systems , vol.13 , Issue.2 , pp. 141-149
  • 4
    • 84911273323 scopus 로고    scopus 로고
    • “Computers are going to disappear as physical objects. They will disappear into the wiring of our houses and into the clothes that we wear.”
  • 7
    • 84911273322 scopus 로고    scopus 로고
    • No purpose will be served here by attempting a bibliography of this debate.
  • 8
    • 0004124145 scopus 로고
    • However, indispensable sources include, MIT Press, Cambridge, Massachusetts
    • (1978) Brainstorms
    • Dennett1
  • 19
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    • J.C.R. Licklider, “Man-Computer Symbiosis,” reprinted in Goldberg, 131–140; esp. 133–134.
  • 22
    • 0003489805 scopus 로고
    • Also, this and several other classic papers by Bush and others are now available in
    • (1945) The Atlantic Monthly , pp. 245-246
  • 24
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    • On enabling technologies, see Rheingold, Virtual Reality, 61.
  • 28
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    • Design for an Intelligence-Amplifier
    • C.E. Shannon, J. McCarthy, Princeton University Press, Princeton, The contrast between the steam engine and the lever is explicitly drawn on p. 218.
    • (1956) Automata Studies , pp. 215-233
    • Ashby1
  • 29
    • 84911273318 scopus 로고    scopus 로고
    • Engelbart, “Augmenting Human Intellect,” 9–11. The potential for misunderstanding inherent in the concept of intelligence augmentation is illustrated by a recent rebuttal of the myth that the possession of a computer makes the owner inherently smarter, a myth mistakenly claimed to have one of its roots in Engelbart's augmentationism
  • 30
    • 0003956603 scopus 로고
    • see, Peachpit Press, Berkeley, CA, In my innocence I had not encountered this particular myth before seeing it rebutted, but I suppose there is no limit to the range of superstitions that may spring up around a new technology. Engelbart, to make this point absolutely clear, is not even claiming that computer training makes a person inherently smarter; rather, through training the person is augmented by becoming part of a complex system that is smarter than the unaided person.
    • (1992) Silicon Mirage: The Art and Science of Virtual Reality , pp. 307-308
    • Aukstakalnis1    Blatner2
  • 31
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    • Engelbart, in “Augmenting Human Intellect”, 21–23.
  • 32
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    • The effect on our thinking of graphical representation of symbols has more recently been literally illustrated by Edward R. Tufte in his two remarkable works, Graphics Press, Cheshire, CT
    • (1983) The Visual Display of Quantitative Information
  • 34
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    • Engelbart, in “Augmenting Human Intellect”, 24.
  • 35
  • 37
    • 84911273315 scopus 로고    scopus 로고
    • Engelbart, “Augmenting Human Intellect,” 9–11. The potential for misunderstanding inherent in the concept of intelligence augmentation is illustrated by a recent rebuttal of the myth that the possession of a computer makes the owner inherently smarter, a myth mistakenly claimed to have one of its roots in Engelbart's augmentationism
  • 38
    • 84911273314 scopus 로고    scopus 로고
    • Engelbart, in “Augmenting Human Intellect”, 21–23.
  • 39
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    • Engelbart, in “Augmenting Human Intellect”, 24.
  • 41
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    • For a discussion of Havelock's relevance to the personal computer revolution, see Heim, 46–57.
  • 46
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    • Engelbart, “Augmenting Human Intellect,” 25.
  • 47
    • 84911273309 scopus 로고    scopus 로고
    • All of the above find even earlier intimations of hypertext in Vannevar Bush's pioneering paper “As We May Think”; see Note 9 above.
  • 48
    • 84911274828 scopus 로고
    • A Hypertext Timeline
    • Engelbart's pioneering role in hypertext development is noted in, E. Berk, J. Devlin, McGraw-Hill, New York
    • (1991) Hypertext/Hypermedia Handbook , pp. 13-16
    • Berk1    Devlin2
  • 52
    • 84911273308 scopus 로고    scopus 로고
    • Engelbart, “Augmenting Human Intellect,” p. 46. The concept of the computer as a medium has been articulated, e.g., by Alan Kay, who in this respect has been influenced by Marshall McLuhan; see Rheingold, Virtual Reality, p. 85.
  • 53
    • 84911273307 scopus 로고    scopus 로고
    • Engelbart's role as a pioneer of virtual reality has been chronicled in Rheingold, Virtual Reality; see Note 5 above.
  • 55
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    • Methodological Suggestions from a Comparative Psychology of Knowledge Processes
    • is found in, P.A. Schilpp, The Philosophy of Karl R. Popper, Open Court, LaSalle, IL, References to Ashby are found in this paper, 421–423, and elsewhere in Campbell's writings. An acknowledgement that Campbell was first introduced to this paradigm by Ashby is found in
    • (1974) Campbell's Evolutionary Epistemology , pp. 412-463
    • Campbell1
  • 56
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    • (1959) Inquiry , Issue.2 , pp. 152-182
  • 57
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    • Methodological Suggestions from a Comparative Psychology of Knowledge Processes
    • For some reservations about the scope of this paradigm, see
    • (1959) Inquiry , Issue.2 , pp. 154
    • Campbell1
  • 58
    • 2342525056 scopus 로고
    • Taking Evolution Seriously Critical Comments on DT Campbell's Evolutionary Epistemology
    • Finally, a comprehensive bibliography of evolutionary epistemology, compiled by Campbell and Gary A. Cziko, has been published in the
    • (1978) Monist , vol.61 , Issue.4 , pp. 611-621
    • Skagestad1
  • 60
    • 84911273305 scopus 로고    scopus 로고
    • Engelbart, “Augmenting Human Intellect,” 27, Fig. 2.
  • 61
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    • Engelbart, “Augmenting Human Intellect,” 26, Fig. 2.
  • 62
    • 84911273303 scopus 로고    scopus 로고
    • Engelbart, “The Augmented Knowledge Workshop,” 190.
  • 63
    • 84911273302 scopus 로고    scopus 로고
    • J.C.R. Licklider, “Man-Computer Symbiosis,” reprinted in Goldberg, 131–140; esp. 133–134.
  • 64
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    • Popper, Objective Knowledge, 238.
  • 65
    • 84911273300 scopus 로고    scopus 로고
    • Popper's World 3 also bears a certain resemblance to John William Miller's “Midworid”, i.e., the world of artifacts or “functioning objects,” which in Miller's view was indispensable to bridging the gulf between objectivity and subjectivity
  • 66
    • 33746161418 scopus 로고
    • The Thought: A Logical Inquiry
    • P.F. Strawson, Oxford University Press, esp. p. 29
    • (1967) Philosophical Logic , pp. 17-38
    • Frege1
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    • Popper, Objective Knowledge, 238–239.
  • 73
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    • Popper, Objective Knowledge, 225, n. 39.
  • 74
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    • Popper, Objective Knowledge, 116. Peirce's definition, of which more below, also anticipates Roman Jakobson's insistence on translatability as an essential character of the linguistic sign, as has been argued by Jakob Liszka
  • 76
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    • Popper, Objective Knowledge, 242.
  • 77
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    • Popper, Objective Knowledge, 106.
  • 78
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    • Popper, Objective Knowledge, 107.
  • 79
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    • Popper, Objective Knowledge, 253. See the Peirce quotation cited in Note 68 below.
  • 80
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    • Peirce and Pearson: Pragmatism vs. Instrumentalism
    • For Charles Peirce's reliance on this same distinction, see, R.S. Cohen, M.W. Wartofsky, Boston Studies in the Philosophy of Science, D. Reidel, Dordrecht
    • (1983) Language, Logic, and Method , vol.31 , pp. 263-282
    • Skagestad1
  • 81
    • 84911273290 scopus 로고    scopus 로고
    • Popper, Objective Knowledge, 107–108.
  • 82
    • 84911273289 scopus 로고    scopus 로고
    • the last page referenced has a pertinent reference to Hume, while p. 96 references Adam Ferguson, including his famous formulation: “the result of human action, but not the execution of any human design.” See also Popper's “On the Theory of the Objective Mind,” 159, with further references to Hayek and to Bühler.
  • 83
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    • Popper, Objective Knowledge, 113; 117.
  • 85
    • 84911273287 scopus 로고    scopus 로고
    • Popper, Objective Knowledge, 116. Peirce's definition, of which more below, also anticipates Roman Jakobson's insistence on translatability as an essential character of the linguistic sign, as has been argued by Jakob Liszka
  • 86
    • 84911273286 scopus 로고    scopus 로고
    • Agassi does suggest that Collingwood imposed needless restrictions on the use of the method because he, unlike Popper, sought certainty. This seems to me a mistake. Collingwood held that, in cases where the agent's solution is the only evidence of his problem, we cannot rediscover the problem unless the solution was successful. Whether or not we accept this view does not appear to me to have anything to do with whether or not we are looking for certainty—where there is no evidence, there surely can be no knowledge, certain or conjectural.
  • 88
    • 84911273285 scopus 로고    scopus 로고
    • Popper, Objective Knowledge, 115. See the Peirce quotation cited in Note 68 below.
  • 89
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    • For further discussion of this issue, see Peter Skagestad, Making Sense of History, esp. Ch.5.
  • 92
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    • Re-Enactment: A Study in R.G. Collingwood's Philosophy of History
    • An Emendation of R.G. Collingwood's Doctrine of Absolute Presuppositions, For an exceptionally detailed discussion of the reenactment doctrine, see Heikki Saari's dissertation, Some interesting parallels between Collingwood and Peirce are discussed in
    • (1984) Acta Academiae Aboensis, Ser. A , vol.63 , Issue.2
    • Ketner1
  • 94
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    • Popper, Objective Knowledge, 120. See the Peirce quotation cited in Note 68 below.
  • 99
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    • Indiana University Press, Bloomington, IN, emphasis in the original. The Peircean ancestrage of the discipline is noted by Eco, 15–16
    • (1979) A Theory of Semiotics , pp. 9
    • Eco1
  • 100
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    • Charles Hartshorne, Paul Weiss, The Belknap Press of the Harvard University Press, Cambridge, Massachusetts
    • (1935) Collected Papers , vol.1-6
    • Peirce1
  • 101
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    • A. Burks, The Belknap Press of the Harvard University Press, Cambridge, Massachusetts, On Peirce's semiotic, see, C. Sills G.H. Jensen The Philosophy of Discourse 1958 Heinemann Portsmouth, New Hampshire 53 69, for Peirce's philosophy more generally, see my
    • (1935) Collected Papers , vol.7-8
    • Peirce1
  • 105
    • 84911273278 scopus 로고    scopus 로고
    • Eugene Freeman and Henryk Skolimowski, “The Search for Objectivity in Peirce and Popper,” in Schilpp, 464–519. As has been pointed out by Ilkka Niiniluoto, however, Freeman misses the mark by claiming that Peirce's fallibilism, unlike Popper's, is qualified by a theory of ‘manifest’ truth; Peirce's ideal-limit theory is in fact nothing of the kind
  • 106
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    • Notes on Popper as Follower of Whewell and Peirce
    • see, esp. 316–317
    • (1978) Ajatus , vol.37 , pp. 272-327
    • Niiniluoto1
  • 107
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    • Notes on Popper as Follower of Whewell and Peirce
    • On Peirce's theory of truth, see
    • (1987) Ajatus , vol.37 , pp. 316-317
    • Niiniluoto1
  • 109
    • 84911273277 scopus 로고    scopus 로고
    • Niiniluoto, p. 320. The influences on Popper, other than the repeatedly acknowledged influences of Kant and Bühler, are harder to trace, as is somewhat testily noted by Niiniluoto, 274, n. 4. As Freeman and Skolimowski remark, 509, Popper was not familiar with Peirce's thought until 1952, by which time his own philosophical outlook was largely formed. Niiniluoto observes, 276, n. 8, that Popper does not mention Whewell until 1954, and then lumps him together with his opponent J.S. Mill as an inductivist. As Niiniluoto also notes, 274, n. 5, Whewell's ‘anticipations’ of Popper seem to have been first observed by Imre Lakatos in 1970
  • 112
    • 84911273276 scopus 로고    scopus 로고
    • Popper, Objective Knowledge, 122. See the Peirce quotation cited in Note 68 below.
  • 113
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    • Popper, Objective Knowledge, 253. See the Peirce quotation cited in Note 68 below.
  • 114
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    • Popper, Objective Knowledge, 114.
  • 115
    • 84911273273 scopus 로고    scopus 로고
    • Popper, Objective Knowledge, 113; 117.
  • 116
    • 84911273272 scopus 로고    scopus 로고
    • Peiree, Collected Papers, Vol. 5, paras. 286.
  • 117
    • 84911274754 scopus 로고
    • Charles S. Peirce: Semiotician in Mathematics and the History of Science
    • Peirce's profound and lifelong interest in notation is documented, e.g., Kenneth L. Ketner, JosephM. Ransdell, Institute for Studies in Pragmaticism, Lubbock, Texas
    • (1979) Studies in Peirce 's Semiotic , pp. 31-39
    • Eisele1
  • 118
    • 84911273271 scopus 로고    scopus 로고
    • Peirce, vol. 2, paras. 276–292.
  • 120
    • 84911273270 scopus 로고    scopus 로고
    • Arabic numerals were introduced to the Christian world through Fibonacci's Liber Abaci, the definitive second edition of which appeared in 1228
  • 122
    • 0009578682 scopus 로고
    • Allyn and Bacon, Boston, and Engelbart, “Augmenting Human Intellect,” 35. Howard DeLong has drawn my attention to the superior ease of use of Leibnitz's notation for the calculus over Newton's as an analogous example.
    • (1985) The History of Mathematics , pp. 268-274
    • Burton1
  • 123
    • 84911273268 scopus 로고    scopus 로고
    • Popper, Objective Knowledge, 135. Whorf's view, I should add, was that our European tendency to objectify leads us to posit make-believe entities whenever we use cardinal numbers, whereas the Hopi would not use cardinal numbers except for things already ascertained to exist. Thus we can think of days and years as things, which we count and measure, whereas the Hopi simply think of day as a condition; to the Hopi, then, you do not stay ten days', you stay ‘until the eleventh day’. See Benjamin Lee Whorf, Language, Thought, and Reality, 57–64; 139–140.
  • 124
    • 84911273267 scopus 로고    scopus 로고
    • Popper, 187–188.
  • 125
    • 84911273266 scopus 로고    scopus 로고
    • For further discussion of this issue, see Peter Skagestad, Making Sense of History, esp. Ch.5.
  • 126
    • 84911273265 scopus 로고    scopus 로고
    • E.g., Popper, 96.
  • 127
    • 84911273264 scopus 로고    scopus 로고
    • Eugene Freeman and Henryk Skolimowski, “The Search for Objectivity in Peirce and Popper,” in Schilpp, 464–519. As has been pointed out by Ilkka Niiniluoto, however, Freeman misses the mark by claiming that Peirce's fallibilism, unlike Popper's, is qualified by a theory of ‘manifest’ truth; Peirce's ideal-limit theory is in fact nothing of the kind
  • 129
    • 84911273263 scopus 로고    scopus 로고
    • Niiniluoto, p. 320. The influences on Popper, other than the repeatedly acknowledged influences of Kant and Bühler, are harder to trace, as is somewhat testily noted by Niiniluoto, 274, n. 4. As Freeman and Skolimowski remark, 509, Popper was not familiar with Peirce's thought until 1952, by which time his own philosophical outlook was largely formed. Niiniluoto observes, 276, n. 8, that Popper does not mention Whewell until 1954, and then lumps him together with his opponent J.S. Mill as an inductivist. As Niiniluoto also notes, 274, n. 5, Whewell's ‘anticipations’ of Popper seem to have been first observed by Imre Lakatos in 1970
  • 130
    • 84911273262 scopus 로고    scopus 로고
    • Peiree, Collected Papers, Vol. 5, paras. 247–249.
  • 131
    • 84911273261 scopus 로고    scopus 로고
    • Freeman and Skolimowski, 477 Peirce, Vol. 3, para. 363. See Perice, Vol. 4, paras. 530; 571.
  • 132
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    • C.S. Peirce's “First Real Discovery” and its Contemporary Relevance
    • For a related discussion, see, Monist Library of Philosophy, LaSalle, Illinois
    • (1983) The Relevance of Charles Peirce , pp. 107-118
    • Freeman1
  • 133
    • 84911273260 scopus 로고    scopus 로고
    • Peiree, Collected Papers, Vol. 5, paras. 251.
  • 134
    • 84911273259 scopus 로고    scopus 로고
    • Peiree, Collected Papers, Vol. 5, paras. 338.
  • 135
    • 84911273258 scopus 로고    scopus 로고
    • Gardner exaggerates, however, when he postulates the need for “a gigantic effort of practice and study to master Peirce's intricate technique to the point of usefulness…” 58. Kenneth L. Keiner has brilliantly shown that at least Peirce's graphical notation for propositional logic is not significantly more intricate or difficult to learn than the algebraic notation normally used in introductory logic courses
  • 138
    • 84911273257 scopus 로고    scopus 로고
    • Gardner, 116, Note 2, observes that the first known diagram of electrical switching circuits for Boolean operators is found in a letter from Peirce to his former student Marquand written in 1886, and rediscovered only in the 1970s
  • 142
    • 84911273256 scopus 로고    scopus 로고
    • Peiree, Collected Papers, Vol. 5, paras. 283.
  • 143
    • 84911273255 scopus 로고    scopus 로고
    • Peiree, Collected Papers, Vol. 5, paras. 286.
  • 144
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    • Quoted in, Second Edition, William Morrow, New York, I am indebted to Howard DeLong for reminding me of this passage, although Countess Lovelace's ‘anticipation’ of Peirce in this respect is also noted in Gardner, 151 (without a direct quotation, however). I have found no references to Lovelace in Peirce's published works, although he was of course familiar with Babbage's work; see Note 70 above.
    • (1981) The Analytical Engine , pp. 57
    • Bernstein1
  • 145
    • 84911273254 scopus 로고    scopus 로고
    • Peirce, vol. 2, paras. 276–292.
  • 146
    • 84911273253 scopus 로고    scopus 로고
    • Gardener, 151
  • 147
    • 84911273252 scopus 로고    scopus 로고
    • Peirce, vol. 5, para. 289.
  • 148
    • 84911273251 scopus 로고    scopus 로고
    • Peirce, vol. 5, para. 289.
  • 149
    • 84911273250 scopus 로고    scopus 로고
    • Peirce, vol. 5, para. 289, n.1.
  • 153
    • 84911273249 scopus 로고    scopus 로고
    • An admirably clear statement of the case for mechanism based on the Church-Turing thesis has been made by Judson Webb, in his “Gödel and Church: A Prologue to Mechanism,” in Cohen and Wartofsky, 309–353, which also cites relevant passages from Peirce and Babbage.
  • 154
    • 84911273248 scopus 로고    scopus 로고
    • Peirce, I should add, opposed mechanism on the ground, among others, that the logic of relations (later proven undecidable) required creativity and inventiveness even for the derivation of logically necessary conclusions; see his Collected Papers, Vol. 3, paras. 618, 641, as well as the article by Hintikka referenced in Note 73 above.
  • 155
    • 0002988210 scopus 로고
    • Computing Machinery and Intelligence
    • For an opposing view, see
    • (1950) Mind , vol.59 , pp. 433-460
    • Turing1


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