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arXiv:2308.08708cs.AI

Consciousness in Artificial Intelligence: Insights from the Science of Consciousness

Patrick Butlin, Robert Long, Eric Elmoznino, Yoshua Bengio, Jonathan Birch, Axel Constant, George Deane, Stephen M. Fleming, Chris Frith, Xu Ji, Ryota Kanai, Colin Klein, Grace Lindsay, Matthias Michel, Liad Mudrik, Megan A. K. Peters, Eric Schwitzgebel, Jonathan Simon, Rufin VanRullen

Abstract

Whether current or near-term AI systems could be conscious is a topic of scientific interest and increasing public concern. This report argues for, and exemplifies, a rigorous and empirically grounded approach to AI consciousness: assessing existing AI systems in detail, in light of our best-supported neuroscientific theories of consciousness. We survey several prominent scientific theories of consciousness, including recurrent processing theory, global workspace theory, higher-order theories, predictive processing, and attention schema theory. From these theories we derive "indicator properties" of consciousness, elucidated in computational terms that allow us to assess AI systems for these properties. We use these indicator properties to assess several recent AI systems, and we discuss how future systems might implement them. Our analysis suggests that no current AI systems are conscious, but also suggests that there are no obvious technical barriers to building AI systems which satisfy these indicators.

arXiv comments
Journal reference
DOI
Subjects
cs.AIArtificial Intelligence cs.CYComputers and Society cs.LGMachine Learning q-bio.NCNeurons and Cognition

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Linked by 6 identifiable commenters in 7 comments across 7 threads, from Aug 2023 to Oct 2026. Found in 4 HN submissions from Aug 2023 to Jun 2026. Open submission discussions.

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Discussed in comments7 threads

  1. Are stochastic parrots alive? 1 comment
    • Whether LLMs are conscious is probably more interesting than whether they are "alive", and there's some criteria that consensus says they don't meet yet: https://arxiv.org/abs/2308.08708 Alive is really a poor choice of word here, because our criteria for living is so…

      quixoticaxolotlView on HNParent context

  2. Do We Need Human-Like AI? 1 comment
    • Do We Need Human-Like AI? The ultimate goal of current AI developments, spoken or unspoken, is to reach – and eventually exceed – human intelligence in every field. Of course, we always add: in a safe, controlled, conscious manner... But before we reach this goal, it is worth…

      nDot_ioView on HNParent context

  3. Claude 3 claims it's conscious 1 comment
    • You might be interested in global workspace theory as a theory of consciousness. You can find more discussion of it, and other theories of consciousness as they relate to modern AI, in this very helpful paper: https://arxiv.org/abs/2308.08708

      lucubratoryView on HNParent context

    • One of the students in a course I’m teaching on language and AI (mentioned in another comment here) wrote something similar in a homework assignment the other day. We had discussed the paper “Consciousness in Artificial Intelligence: Insights from the Science of Consciousness”…

      tkgallyView on HNParent context

    • I am not well-read enough to opine on your reaction Re: Wittgenstein, esp. since I haven't read Sacks' work. But you are the first person I've encountered who appears to have an internalized understanding of these ideas, and so am curious to continue the conversation: > So sacks…

      dsubburamView on HNParent context

    • Yes, that is an important distinction. My guess is that the effective self-prompting is due not only to prompt engineering examples scraped from the web but also to some kind of automated reflexive training, in which the model produces millions of prompts for a replica of…

      tkgallyView on HNParent context

    • Referenced work: Consciousness in Artificial Intelligence: Insights from the Science of Consciousness https://arxiv.org/abs/2308.08708

      turtleyachtView on HNParent context

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