On Computational Mechanisms for Shared Intentionality, and Speculation on Rationality and Consciousness
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Abstract (arXiv)
A singular attribute of humankind is our ability to undertake novel, cooperative behavior, or teamwork. This requires that we can communicate goals, plans, and ideas between the brains of individuals to create shared intentionality. Using the information processing model of David Marr, I derive necessary characteristics of basic mechanisms to enable shared intentionality between prelinguistic computational agents and indicate how these could be implemented in present-day AI-based robots. More speculatively, I suggest the mechanisms derived by this thought experiment apply to humans and extend to provide explanations for human rationality and aspects of intentional and phenomenal consciousness that accord with observation. This yields what I call the Shared Intentionality First Theory (SIFT) for rationality and consciousness. The significance of shared intentionality has been recognized and advocated previously, but typically from a sociological or behavioral point of view. SIFT complements prior work by applying a computer science perspective to the underlying mechanisms.
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8 of 160 references.
References · 8
- 2022Training language models to follow instructions with human feedbackcited by 15,712
- 2022Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language modelscited by 1,970
- 2017Thinking Fast and Slow: Optimization Decomposition Across Timescalescited by 60
- 2018Generalization in anti-causal learningcited by 23
- 2019A World unto Itself: Human Communication as Active Inferencecited by 11
- 2022Deanthropomorphising NLP: Can a Language Model Be Conscious?cited by 8
- 2022Inferring and Conveying Intentionality: Beyond Numerical Rewards to Logical Intentionscited by 1
- 2022Technology and Consciousnesscited by 1
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