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Identifying indicators of consciousness in AI systems.

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Title: Identifying indicators of consciousness in AI systems.
Authors: Butlin P; Global Priorities Institute, University of Oxford, Oxford, UK; Eleos AI Research, Berkeley, CA, USA. Electronic address: patrick.butlin@gmail.com., Long R; Eleos AI Research, Berkeley, CA, USA., Bayne T; Philosophy Department, Monash University, Melbourne, VIC, Australia; Brain, Mind, and Consciousness Program, Canadian Institute for Advanced Research (CIFAR)., Bengio Y; Department of Computer Science and Operations Research, University of Montreal, Montreal, QC, Canada; MILA Quebec AI Institute, Montreal, QC, Canada., Birch J; Department of Philosophy, Logic, and Scientific Method, London School of Economics and Political Science, London, UK., Chalmers D; Department of Philosophy, New York University, New York, NY, USA., Constant A; School of Engineering and Informatics, University of Sussex, Falmer, UK., Deane G; Department of Philosophy, University of Montreal, Montreal, QC, Canada., Elmoznino E; Department of Computer Science and Operations Research, University of Montreal, Montreal, QC, Canada; MILA Quebec AI Institute, Montreal, QC, Canada., Fleming SM; Brain, Mind, and Consciousness Program, Canadian Institute for Advanced Research (CIFAR); Department of Experimental Psychology and Institute of Cognitive Neuroscience, University College London, London, UK., Ji X; School of Life Sciences, University of Westminster, London, UK., Kanai R; Araya, Inc., Tokyo, Japan., Klein C; School of Philosophy, Australian National University, Canberra, ACT, Australia., Lindsay G; Department of Psychology, New York University, New York, NY, USA., Michel M; Department of Linguistics and Philosophy, Massachusetts Institute of Technology, Cambridge, MA, USA., Mudrik L; Brain, Mind, and Consciousness Program, Canadian Institute for Advanced Research (CIFAR); Sagol School of Neuroscience, Tel-Aviv University, Tel-Aviv, Israel., Peters MAK; Brain, Mind, and Consciousness Program, Canadian Institute for Advanced Research (CIFAR); Department of Cognitive Sciences, University of California, Irvine, Irvine, CA, USA., Schwitzgebel E; Department of Philosophy, University of California, Riverside, Riverside, CA, USA., Simon J; Department of Philosophy, University of Montreal, Montreal, QC, Canada., VanRullen R; Brain and Cognition Research Center, Centre National de la Recherche Scientifique, Toulouse, France.
Source: Trends in cognitive sciences [Trends Cogn Sci] 2026 Jun; Vol. 30 (6), pp. 488-501. Date of Electronic Publication: 2025 Nov 10.
Publication Type: Journal Article; Review
Journal Info: Publisher: Elsevier Science Country of Publication: England NLM ID: 9708669 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-307X (Electronic) Linking ISSN: 13646613 NLM ISO Abbreviation: Trends Cogn Sci Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Butlin+P%22">Butlin P</searchLink>; Global Priorities Institute, University of Oxford, Oxford, UK; Eleos AI Research, Berkeley, CA, USA. Electronic address: patrick.butlin@gmail.com.<br /><searchLink fieldCode="AU" term="%22Long+R%22">Long R</searchLink>; Eleos AI Research, Berkeley, CA, USA.<br /><searchLink fieldCode="AU" term="%22Bayne+T%22">Bayne T</searchLink>; Philosophy Department, Monash University, Melbourne, VIC, Australia; Brain, Mind, and Consciousness Program, Canadian Institute for Advanced Research (CIFAR).<br /><searchLink fieldCode="AU" term="%22Bengio+Y%22">Bengio Y</searchLink>; Department of Computer Science and Operations Research, University of Montreal, Montreal, QC, Canada; MILA Quebec AI Institute, Montreal, QC, Canada.<br /><searchLink fieldCode="AU" term="%22Birch+J%22">Birch J</searchLink>; Department of Philosophy, Logic, and Scientific Method, London School of Economics and Political Science, London, UK.<br /><searchLink fieldCode="AU" term="%22Chalmers+D%22">Chalmers D</searchLink>; Department of Philosophy, New York University, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Constant+A%22">Constant A</searchLink>; School of Engineering and Informatics, University of Sussex, Falmer, UK.<br /><searchLink fieldCode="AU" term="%22Deane+G%22">Deane G</searchLink>; Department of Philosophy, University of Montreal, Montreal, QC, Canada.<br /><searchLink fieldCode="AU" term="%22Elmoznino+E%22">Elmoznino E</searchLink>; Department of Computer Science and Operations Research, University of Montreal, Montreal, QC, Canada; MILA Quebec AI Institute, Montreal, QC, Canada.<br /><searchLink fieldCode="AU" term="%22Fleming+SM%22">Fleming SM</searchLink>; Brain, Mind, and Consciousness Program, Canadian Institute for Advanced Research (CIFAR); Department of Experimental Psychology and Institute of Cognitive Neuroscience, University College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Ji+X%22">Ji X</searchLink>; School of Life Sciences, University of Westminster, London, UK.<br /><searchLink fieldCode="AU" term="%22Kanai+R%22">Kanai R</searchLink>; Araya, Inc., Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Klein+C%22">Klein C</searchLink>; School of Philosophy, Australian National University, Canberra, ACT, Australia.<br /><searchLink fieldCode="AU" term="%22Lindsay+G%22">Lindsay G</searchLink>; Department of Psychology, New York University, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Michel+M%22">Michel M</searchLink>; Department of Linguistics and Philosophy, Massachusetts Institute of Technology, Cambridge, MA, USA.<br /><searchLink fieldCode="AU" term="%22Mudrik+L%22">Mudrik L</searchLink>; Brain, Mind, and Consciousness Program, Canadian Institute for Advanced Research (CIFAR); Sagol School of Neuroscience, Tel-Aviv University, Tel-Aviv, Israel.<br /><searchLink fieldCode="AU" term="%22Peters+MAK%22">Peters MAK</searchLink>; Brain, Mind, and Consciousness Program, Canadian Institute for Advanced Research (CIFAR); Department of Cognitive Sciences, University of California, Irvine, Irvine, CA, USA.<br /><searchLink fieldCode="AU" term="%22Schwitzgebel+E%22">Schwitzgebel E</searchLink>; Department of Philosophy, University of California, Riverside, Riverside, CA, USA.<br /><searchLink fieldCode="AU" term="%22Simon+J%22">Simon J</searchLink>; Department of Philosophy, University of Montreal, Montreal, QC, Canada.<br /><searchLink fieldCode="AU" term="%22VanRullen+R%22">VanRullen R</searchLink>; Brain and Cognition Research Center, Centre National de la Recherche Scientifique, Toulouse, France.
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