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Imagining and building wise machines: the centrality of AI metacognition.

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Title: Imagining and building wise machines: the centrality of AI metacognition.
Authors: Johnson SGB; Department of Psychology, University of Waterloo, Waterloo, Ontario, Canada. Electronic address: samuel.johnson@uwaterloo.ca., Karimi AH; Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, Ontario, Canada., Bengio Y; Department of Computer Science and Operations Research, Université de Montréal, Montreal, Quebec, Canada., Chater N; Behavioural Science Group, Warwick Business School, Coventry, UK., Gerstenberg T; Department of Psychology, Stanford University, Stanford, CA, USA., Larson K; University of Waterloo, Cheriton School of Computer Science, Waterloo, Ontario, Canada., Levine S; Google DeepMind, London, UK., Mitchell M; Santa Fe Institute, Santa Fe, NM, USA., Rahwan I; Max Planck Institute for Human Development, Berlin, Germany., Schölkopf B; Max Planck Institute for Intelligent Systems, Tübingen, Germany., Grossmann I; Department of Psychology, University of Waterloo, Waterloo, Ontario, Canada. Electronic address: igrossma@uwaterloo.ca.
Source: Trends in cognitive sciences [Trends Cogn Sci] 2026 Feb 26. Date of Electronic Publication: 2026 Feb 26.
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
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Johnson+SGB%22">Johnson SGB</searchLink>; Department of Psychology, University of Waterloo, Waterloo, Ontario, Canada. Electronic address: samuel.johnson@uwaterloo.ca.<br /><searchLink fieldCode="AU" term="%22Karimi+AH%22">Karimi AH</searchLink>; Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Bengio+Y%22">Bengio Y</searchLink>; Department of Computer Science and Operations Research, Université de Montréal, Montreal, Quebec, Canada.<br /><searchLink fieldCode="AU" term="%22Chater+N%22">Chater N</searchLink>; Behavioural Science Group, Warwick Business School, Coventry, UK.<br /><searchLink fieldCode="AU" term="%22Gerstenberg+T%22">Gerstenberg T</searchLink>; Department of Psychology, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Larson+K%22">Larson K</searchLink>; University of Waterloo, Cheriton School of Computer Science, Waterloo, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Levine+S%22">Levine S</searchLink>; Google DeepMind, London, UK.<br /><searchLink fieldCode="AU" term="%22Mitchell+M%22">Mitchell M</searchLink>; Santa Fe Institute, Santa Fe, NM, USA.<br /><searchLink fieldCode="AU" term="%22Rahwan+I%22">Rahwan I</searchLink>; Max Planck Institute for Human Development, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Schölkopf+B%22">Schölkopf B</searchLink>; Max Planck Institute for Intelligent Systems, Tübingen, Germany.<br /><searchLink fieldCode="AU" term="%22Grossmann+I%22">Grossmann I</searchLink>; Department of Psychology, University of Waterloo, Waterloo, Ontario, Canada. Electronic address: igrossma@uwaterloo.ca.
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              Text: 2026 Feb 26
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