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Beyond collective intelligence: Collective adaptation

We develop a conceptual framework for studying collective adaptation in complex socio-cognitive systems, driven by dynamic interactions of social integration strategies, social environments and problem structures. Going beyond searching for ‘intelligent’ collectives, we integrate research from diffe...

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Autores principales: Galesic, Mirta, Barkoczi, Daniel, Berdahl, Andrew M., Biro, Dora, Carbone, Giuseppe, Giannoccaro, Ilaria, Goldstone, Robert L., Gonzalez, Cleotilde, Kandler, Anne, Kao, Albert B., Kendal, Rachel, Kline, Michelle, Lee, Eun, Massari, Giovanni Francesco, Mesoudi, Alex, Olsson, Henrik, Pescetelli, Niccolo, Sloman, Sabina J., Smaldino, Paul E., Stein, Daniel L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10031425/
https://www.ncbi.nlm.nih.gov/pubmed/36946092
http://dx.doi.org/10.1098/rsif.2022.0736
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author Galesic, Mirta
Barkoczi, Daniel
Berdahl, Andrew M.
Biro, Dora
Carbone, Giuseppe
Giannoccaro, Ilaria
Goldstone, Robert L.
Gonzalez, Cleotilde
Kandler, Anne
Kao, Albert B.
Kendal, Rachel
Kline, Michelle
Lee, Eun
Massari, Giovanni Francesco
Mesoudi, Alex
Olsson, Henrik
Pescetelli, Niccolo
Sloman, Sabina J.
Smaldino, Paul E.
Stein, Daniel L.
author_facet Galesic, Mirta
Barkoczi, Daniel
Berdahl, Andrew M.
Biro, Dora
Carbone, Giuseppe
Giannoccaro, Ilaria
Goldstone, Robert L.
Gonzalez, Cleotilde
Kandler, Anne
Kao, Albert B.
Kendal, Rachel
Kline, Michelle
Lee, Eun
Massari, Giovanni Francesco
Mesoudi, Alex
Olsson, Henrik
Pescetelli, Niccolo
Sloman, Sabina J.
Smaldino, Paul E.
Stein, Daniel L.
author_sort Galesic, Mirta
collection PubMed
description We develop a conceptual framework for studying collective adaptation in complex socio-cognitive systems, driven by dynamic interactions of social integration strategies, social environments and problem structures. Going beyond searching for ‘intelligent’ collectives, we integrate research from different disciplines and outline modelling approaches that can be used to begin answering questions such as why collectives sometimes fail to reach seemingly obvious solutions, how they change their strategies and network structures in response to different problems and how we can anticipate and perhaps change future harmful societal trajectories. We discuss the importance of considering path dependence, lack of optimization and collective myopia to understand the sometimes counterintuitive outcomes of collective adaptation. We call for a transdisciplinary, quantitative and societally useful social science that can help us to understand our rapidly changing and ever more complex societies, avoid collective disasters and reach the full potential of our ability to organize in adaptive collectives.
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spelling pubmed-100314252023-03-23 Beyond collective intelligence: Collective adaptation Galesic, Mirta Barkoczi, Daniel Berdahl, Andrew M. Biro, Dora Carbone, Giuseppe Giannoccaro, Ilaria Goldstone, Robert L. Gonzalez, Cleotilde Kandler, Anne Kao, Albert B. Kendal, Rachel Kline, Michelle Lee, Eun Massari, Giovanni Francesco Mesoudi, Alex Olsson, Henrik Pescetelli, Niccolo Sloman, Sabina J. Smaldino, Paul E. Stein, Daniel L. J R Soc Interface Review Articles We develop a conceptual framework for studying collective adaptation in complex socio-cognitive systems, driven by dynamic interactions of social integration strategies, social environments and problem structures. Going beyond searching for ‘intelligent’ collectives, we integrate research from different disciplines and outline modelling approaches that can be used to begin answering questions such as why collectives sometimes fail to reach seemingly obvious solutions, how they change their strategies and network structures in response to different problems and how we can anticipate and perhaps change future harmful societal trajectories. We discuss the importance of considering path dependence, lack of optimization and collective myopia to understand the sometimes counterintuitive outcomes of collective adaptation. We call for a transdisciplinary, quantitative and societally useful social science that can help us to understand our rapidly changing and ever more complex societies, avoid collective disasters and reach the full potential of our ability to organize in adaptive collectives. The Royal Society 2023-03-22 /pmc/articles/PMC10031425/ /pubmed/36946092 http://dx.doi.org/10.1098/rsif.2022.0736 Text en © 2023 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited.
spellingShingle Review Articles
Galesic, Mirta
Barkoczi, Daniel
Berdahl, Andrew M.
Biro, Dora
Carbone, Giuseppe
Giannoccaro, Ilaria
Goldstone, Robert L.
Gonzalez, Cleotilde
Kandler, Anne
Kao, Albert B.
Kendal, Rachel
Kline, Michelle
Lee, Eun
Massari, Giovanni Francesco
Mesoudi, Alex
Olsson, Henrik
Pescetelli, Niccolo
Sloman, Sabina J.
Smaldino, Paul E.
Stein, Daniel L.
Beyond collective intelligence: Collective adaptation
title Beyond collective intelligence: Collective adaptation
title_full Beyond collective intelligence: Collective adaptation
title_fullStr Beyond collective intelligence: Collective adaptation
title_full_unstemmed Beyond collective intelligence: Collective adaptation
title_short Beyond collective intelligence: Collective adaptation
title_sort beyond collective intelligence: collective adaptation
topic Review Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10031425/
https://www.ncbi.nlm.nih.gov/pubmed/36946092
http://dx.doi.org/10.1098/rsif.2022.0736
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