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    PhD Candidate: Computational Cognitive Science at the Donders Centre for Cognition - Nijmegen, Nederland - Radboud University

    Radboud University
    Radboud University Nijmegen, Nederland

    Gevonden in: Talent NL C2 - 2 dagen geleden

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    Beschrijving

    In this PhD project, titled 'Cognitive capacities and machines: Why do calculators exist, if AGI cannot?', you will adopt various meta-theoretical and meta-theoretical methodologies (including literature review, conceptual engineering and formal analysis) to study and characterise: 1. What are cognitive capacities? 2. What kinds of cognitive capacities, if any, can exist in sociotechnical artefacts and/or is there always a human in the loop? 3. And which epistemologies provide a way out of the conundrum of hyperempiricism, such that we can have a sound and coherent science of cognitive capacities?

    We are living in a time of AI hypes. Many believe that artificial general intelligence (AGI) is around the corner, and that we already have systems with genuinely human-like cognitive capacities (van Rooij, Guest, et al., However, exactly what cognitive capacities are is never formally or coherently pinned down, leaving AI vulnerable to hype. Using conceptual, formal, historical, and meta-theoretic analyses, this project aims to build a protective belt.

    A small part of the position (0.1FTE) will involve contributions to education, for example in the form of thesis supervision and teaching assistantships for courses (such as AI as a Science, Theoretical Modelling for Cognitive Science).

    Other relevant work by the team:

  • Guest, O What makes a good theory, and how do we make a theory good? Computational Brain & Behavior.
  • Guest, O., & Martin, A. E How computational modeling can force theory building in psychological science. Perspectives on Psychological Science. 16(4), 789–802.
  • Guest, O., & Martin, A. E On logical inference over brains, behaviour, and artificial neural networks. Computational Brain & Behavior,6(2), 213–227.
  • van Rooij, I., Guest, O., Adolfi, F. G., de Haan, R., Kolokolova, A., & Rich, P Reclaiming AI as a theoretical tool for cognitive science. PsyArXiv.
  • Blokpoel, M., & van Rooij, I Theoretical modeling for cognitive science and psychology.
  • Blokpoel, M Sculpting computational-level models. Topics in cognitive science, 10(3), 641–648.


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