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How large language models can reshape collective intelligence.

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Title: How large language models can reshape collective intelligence.
Authors: Burton JW; Department of Digitalization, Copenhagen Business School, Frederiksberg, Denmark. jb.digi@cbs.dk.; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany. jb.digi@cbs.dk., Lopez-Lopez E; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany., Hechtlinger S; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany.; Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany., Rahwan Z; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany., Aeschbach S; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany.; Center for Cognitive and Decision Sciences, University of Basel, Basel, Switzerland., Bakker MA; Google DeepMind, London, UK., Becker JA; UCL School of Management, University College London, London, UK., Berditchevskaia A; Centre for Collective Intelligence Design, Nesta, London, UK., Berger J; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany.; Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany., Brinkmann L; Center for Humans and Machines, Max Planck Institute for Human Development, Berlin, Germany., Flek L; Bonn-Aachen International Center for Information Technology, University of Bonn, Bonn, Germany.; Lamarr Institute for Machine Learning and Artificial Intelligence, Bonn, Germany., Herzog SM; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany., Huang S; Collective Intelligence Project, San Francisco, CA, USA., Kapoor S; Center for Information Technology Policy, Princeton University, Princeton, NJ, USA.; Department of Computer Science, Princeton University, Princeton, NJ, USA., Narayanan A; Center for Information Technology Policy, Princeton University, Princeton, NJ, USA.; Department of Computer Science, Princeton University, Princeton, NJ, USA., Nussberger AM; Center for Humans and Machines, Max Planck Institute for Human Development, Berlin, Germany., Yasseri T; School of Sociology, University College Dublin, Dublin, Ireland.; Geary Institute for Public Policy, University College Dublin, Dublin, Ireland., Nickl P; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany.; Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany., Almaatouq A; Sloan School of Management, Massachusetts Institute of Technology, Cambridge, MA, USA., Hahn U; Department of Psychological Sciences, Birkbeck, University of London, London, UK., Kurvers RHJM; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany.; Science of Intelligence Excellence Cluster, Technical University Berlin, Berlin, Germany., Leavy S; School of Information and Communication, Insight SFI Research Centre for Data Analytics, University College Dublin, Dublin, Ireland., Rahwan I; Center for Humans and Machines, Max Planck Institute for Human Development, Berlin, Germany., Siddarth D; Collective Intelligence Project, San Francisco, CA, USA.; Oxford Internet Institute, Oxford University, Oxford, UK., Siu A; Deliberative Democracy Lab, Stanford University, Stanford, CA, USA., Woolley AW; Tepper School of Business, Carnegie Mellon University, Pittsburgh, PA, USA., Wulff DU; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany.; Center for Cognitive and Decision Sciences, University of Basel, Basel, Switzerland., Hertwig R; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany.
Source: Nature human behaviour [Nat Hum Behav] 2024 Sep; Vol. 8 (9), pp. 1643-1655. Date of Electronic Publication: 2024 Sep 20.
Publication Type: Journal Article; Review
Journal Info: Publisher: Springer Nature Publishing Country of Publication: England NLM ID: 101697750 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2397-3374 (Electronic) Linking ISSN: 23973374 NLM ISO Abbreviation: Nat Hum Behav Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Burton+JW%22">Burton JW</searchLink>; Department of Digitalization, Copenhagen Business School, Frederiksberg, Denmark. jb.digi@cbs.dk.; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany. jb.digi@cbs.dk.<br /><searchLink fieldCode="AU" term="%22Lopez-Lopez+E%22">Lopez-Lopez E</searchLink>; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Hechtlinger+S%22">Hechtlinger S</searchLink>; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany.; Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Rahwan+Z%22">Rahwan Z</searchLink>; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Aeschbach+S%22">Aeschbach S</searchLink>; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany.; Center for Cognitive and Decision Sciences, University of Basel, Basel, Switzerland.<br /><searchLink fieldCode="AU" term="%22Bakker+MA%22">Bakker MA</searchLink>; Google DeepMind, London, UK.<br /><searchLink fieldCode="AU" term="%22Becker+JA%22">Becker JA</searchLink>; UCL School of Management, University College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Berditchevskaia+A%22">Berditchevskaia A</searchLink>; Centre for Collective Intelligence Design, Nesta, London, UK.<br /><searchLink fieldCode="AU" term="%22Berger+J%22">Berger J</searchLink>; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany.; Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Brinkmann+L%22">Brinkmann L</searchLink>; Center for Humans and Machines, Max Planck Institute for Human Development, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Flek+L%22">Flek L</searchLink>; Bonn-Aachen International Center for Information Technology, University of Bonn, Bonn, Germany.; 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School of Sociology, University College Dublin, Dublin, Ireland.; Geary Institute for Public Policy, University College Dublin, Dublin, Ireland.<br /><searchLink fieldCode="AU" term="%22Nickl+P%22">Nickl P</searchLink>; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany.; Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Almaatouq+A%22">Almaatouq A</searchLink>; Sloan School of Management, Massachusetts Institute of Technology, Cambridge, MA, USA.<br /><searchLink fieldCode="AU" term="%22Hahn+U%22">Hahn U</searchLink>; Department of Psychological Sciences, Birkbeck, University of London, London, UK.<br /><searchLink fieldCode="AU" term="%22Kurvers+RHJM%22">Kurvers RHJM</searchLink>; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany.; Science of Intelligence Excellence Cluster, Technical University Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Leavy+S%22">Leavy S</searchLink>; School of Information and Communication, Insight SFI Research Centre for Data Analytics, University College Dublin, Dublin, Ireland.<br /><searchLink fieldCode="AU" term="%22Rahwan+I%22">Rahwan I</searchLink>; Center for Humans and Machines, Max Planck Institute for Human Development, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Siddarth+D%22">Siddarth D</searchLink>; Collective Intelligence Project, San Francisco, CA, USA.; Oxford Internet Institute, Oxford University, Oxford, UK.<br /><searchLink fieldCode="AU" term="%22Siu+A%22">Siu A</searchLink>; Deliberative Democracy Lab, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Woolley+AW%22">Woolley AW</searchLink>; Tepper School of Business, Carnegie Mellon University, Pittsburgh, PA, USA.<br /><searchLink fieldCode="AU" term="%22Wulff+DU%22">Wulff DU</searchLink>; Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany.; Center for Cognitive and Decision Sciences, University of Basel, Basel, Switzerland.<br /><searchLink fieldCode="AU" term="%22Hertwig+R%22">Hertwig R</searchLink>; 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