Abstract
This paper argues that AI follows classical versions of epistemology in assuming that the identity of the knowing subject is not important. In other words this serves to `delete the subject'. This disguises an implicit hierarchy of knowers involved in the representation of knowledge in AI which privileges the perspective of those who design and build the systems over alternative perspectives. The privileged position reflects Western, professional masculinity. Alternative perspectives, denied a voice, belong to less powerful groups including women. Feminist epistemology can be used to approach this from new directions, in particular, to show how women's knowledge may be left out of consideration by AI's focus on masculine subjects. The paper uncovers the tacitly assumed Western professional male subjects in two flagship AI systems, Cyc and Soar.
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References
Adam, A. (1998), Artificial Knowing: Gender and the Thinking Machine, London and New York: Routledge.
Addelson, K.P. (1994), Moral Passages: Toward a Collectivist Moral Theory, New York and London: Routledge.
Alcoff, L. and Potter, E. (eds.) (1993), Feminist Epistemologies, New York and London: Routledge.
Audi, R. (1998), Epistemology, London and New York: Routledge.
Barnes, B. (1974), Scientific Knowledge and Sociological Theory, London and Boston, Mass.: Routledge & Kegan Paul.
Bloor, D. (1976), Knowledge and Social Imagery, London: Routledge & Kegan Paul.
Boghossian, P.A. (1992), 'Externalism and Inference', in E. Villaneueva (ed.), Rationality in Epistemology, Atascadero, Cal.: Ridgeview, pp. 11-28.
Brooks, R.A. (1991), 'Intelligence Without Representation', Artificial Intelligence 47, pp. 139-160.
Chisholm, R.M. (1989), Theory of Knowledge, Englewood Cliffs, N.J.: Prentice-Hall, 3rd edition.
Code, L. (1993), 'Taking Subjectivity into Account', in L. Alcoff and E. Potter (eds.), Feminist Epistemologies, New York and London: Routledge, pp. 15-48.
Collins, H.M. (1990), Artificial Experts: Social Knowledge and Intelligent Machines, Cambridge, Mass.: MIT Press.
Craig, E. (1999), The Concise Routledge Encyclopedia of Philosophy, London and New York: Routledge.
Dalmiya, V. and L. Alcoff (1993), 'Are “Old Wives' Tales” Justified?' in L. Alcoff and E. Potter (eds.), Feminist Epistemologies, New York and London: Routledge, pp. 217-244.
Dreyfus, H.L. (1979), What Computers Can't Do: The Limits of Artificial Intelligence, New York: Harper and Row, 2nd edition.
Dreyfus, H.L. (1992), What Computers Still Can't Do: A Criticiue of Artificial Reason, Cambridge, Mass. and London: MIT Press.
Ehrenreich, B. and English, D. (1979), For Her Own Good: 150 Years of the Experts' Advice to Women, London: Pluto Press.
Encyclopedists (2000), Entry for 'Encyclopedists' from the Internet Encyclopedia of Philosophy. Available at www site: http://www.utm.edu/research/iep/e/encyclop.html, 5th January, 2000.
Foley, R. (1987), The Theory of Epistemic Rationality, Cambridge, Mass. and London: Harvard University Press.
Forsythe, D. (1993), 'Engineering Knowledge: The Construction of Knowledge in Artificial Intelligence', Social Studies of Science 23, pp. 445-477.
Gross, P.R. and Levitt, N. (1994), Higher Superstition: the Academic Left and its Quarrels with Science, Baltimore: Johns Hopkins University Press.
Haraway, D. (1991), 'Situated Knowledges: The Science Question in Feminism and the Privilege of Partial Perspective', in D. Haraway Simians, Cyborgs and Women: The Reinvention of Nature, London: Free Association Books, pp 183-201.
Helmreich, S. (1998), Silicon Second Nature: Culturing Artificial Life in a Digital World, Berkeley, Cal., Los Angeles and London: University of California Press.
Hesse, M. (1970), 'Is There an Independent Observation Language?', in Robert G. Colodney (ed.), The Nature and Function of Scientific Theories, Pittsburgh, Penn.: University of Pittsburgh Press, pp 35-77.
Jordan, B. (1978), Birth in Four Cultures: A Crosscultural Investigation of Childbirth in Yucatan, Holland, Sweden and the United States, Quebec and St Albans, Vermont: Eden Press.
Kramarae, C. and Treichler, P.A. (1992), Amazons, Bluestockings and Crones, A Feminist Dictionary, London: Pandora, 2nd edition.
Lenat, D.B. and Guha, R.V. (1990), Building Large Knowledge-Based Systems: Representation and Inference in the Cyc Project, Reading, Mass.: Addison-Wesley.
Nagel, T. (1986), A View From Nowhere, Oxford: Oxford University Press.
Newell, A. (1990), Unified Theories of Cognition, Cambridge, Mass. and London: Harvard University Press.
Newell, A. and Simon, H.A. (1972), Human Problem Solving, Englewood Cliffs, N.J: Prentice-Hall.
Pylyshyn, Z. (1984), Computation and Cognition: Toward a Foundation for Cognitive Science, Cambridge, Mass. and London: MIT Press.
Rosenbloom, P. (1996), 'A Brief History of the Soar Project', available from Soar FAQs: see Soar, 1996.
Ryle, G. (1963), The Concept of Mind, London: Hutchinson.
Schank, R.C. and Jona M.Y. (1993), 'Issues for Psychology, AI, and Education: A Review of Newell's Unified Theories of Cognition', Artificial Intelligence 59, pp. 375-388.
Schiffer, S. (1992), 'Boghossian on Externalism and Inference', in E. Villaneueva (ed.), Rationality in Epistemology, Atascadero, Cal.: Ridgeview, pp. 29-37.
Soar (1996), Frequently Asked Questions List Online. Available at www site: http://www.psyc.nott.ac.uk/users/ritter/soar-faq.html (Alternatively contact: Frank Ritter, Dept. of Psychology, University of Nottingham, UK), March 29th, 1996.
Sosa, B. (1991), Knowledge in Perspective: Selected Essays in Epistemology, Cambridge, UK: Cambridge University Press.
Villaneueva, B. (ed.) (1992), Rationality in Epistemology, Atascadero, Cal.: Ridgeview.
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Adam, A. Deleting the Subject: A Feminist Reading of Epistemology in Artificial Intelligence. Minds and Machines 10, 231–253 (2000). https://doi.org/10.1023/A:1008306015799
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DOI: https://doi.org/10.1023/A:1008306015799