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Cognitive Architectures for Artificial Intelligence Ethics

Author

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  • Steve J. Bickley
  • Benno Torgler

Abstract

As artificial intelligence (AI) thrives and propagates through modern life, a key question to ask is how to include humans in future AI? Despite human-involvement at every stage of the pr oduction process from conception and design through to implementation, modern AI is still often criticized for its black box characteristics. Sometimes, we do not know what really goes on inside or how and why certain conclusions are met. Future AI will face many dilemmas and ethical issu es unforeseen by their creators beyond those commonly discussed (e.g., trolley probl ems and variants of it) and to which solutions cannot be hard-coded and are often still up for debate. Given the sensitivity of such social and ethical dilemmas and the implications of these for human society at large, when and if our AI make the wrong choice we need to understand how they got there in order to make corrections and prevent recurrences. This is particularly true in situations where human livelihoods are at stake (e.g., health, well-being, finance, law) or when major individual or household decisions are taken. Doing so requires opening up the black box of AI; especially as they act, interact, and adapt in a human world and how they interact with other AI in this world. In this article, we argue for the application of cognitive architectures for ethical AI. In particular, for their potential contributions to AI transparency, ex plainability, and accountability. We need to understand how our AI get to the solutions they do, and we should seek to do this on a deeper level in terms of the machine-equivalents of motivations, attitudes, values, and so on. The path to future AI is long and winding but it could arrive faster than we think. In order to harness the positive potential outcomes of AI for humans and society ( and avoid the negatives), we need to understand AI more fully in the first place and we expect this will simultaneously contribute towards greater understanding of their human counterparts also.

Suggested Citation

  • Steve J. Bickley & Benno Torgler, 2021. "Cognitive Architectures for Artificial Intelligence Ethics," CREMA Working Paper Series 2021-27, Center for Research in Economics, Management and the Arts (CREMA).
    • Handle: RePEc:cra:wpaper:2021-27
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    References listed on IDEAS

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    1. Joseph Henrich, 2001. "In Search of Homo Economicus: Behavioral Experiments in 15 Small-Scale Societies," American Economic Review, American Economic Association, vol. 91(2), pages 73-78, May.
    2. Fox, Jonathan A, 2007. "The uncertain relationship between transparency and accountability," Center for Global, International and Regional Studies, Working Paper Series qt8c25c3z4, Center for Global, International and Regional Studies, UC Santa Cruz.
    3. Richard Owen & Phil Macnaghten & Jack Stilgoe, 2012. "Responsible research and innovation: From science in society to science for society, with society," Science and Public Policy, Oxford University Press, vol. 39(6), pages 751-760, December.
    4. Steve J. Bickley & Ho Fai Chan & Sascha L. Schmidt & Benno Torgler, 2020. "Quantum-Sapiens: The Quantum Bases for Human Expertise, Knowledge, and Problem-Solving," CREMA Working Paper Series 2020-18, Center for Research in Economics, Management and the Arts (CREMA).
    5. Samuel Bowles & Robert Boyd & Colin Camerer & Ernst Fehr & Herbert Gintis & Joseph Henrich & Richard McElreath, 2001. "In search of homo economicus: Experiments in 15 small-scale societies," Artefactual Field Experiments 00068, The Field Experiments Website.
    6. Rajagopal, 2014. "The Human Factors," Palgrave Macmillan Books, in: Architecting Enterprise, chapter 9, pages 225-249, Palgrave Macmillan.
    7. Edmond Awad & Sohan Dsouza & Richard Kim & Jonathan Schulz & Joseph Henrich & Azim Shariff & Jean-François Bonnefon & Iyad Rahwan, 2018. "The Moral Machine experiment," Nature, Nature, vol. 563(7729), pages 59-64, November.
    8. Neil Brady & David Hart, 2007. "An Exploration into the Developmental Psychology of Ethical Theory with Implications for Business Practice and Pedagogy," Journal of Business Ethics, Springer, vol. 76(4), pages 397-412, December.
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