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Leveraging AI for democratic discourse: Chat interventions can improve online political conversations at scale

Political discourse is the soul of democracy, but misunderstanding and conflict can fester in divisive conversations. The widespread shift to online discourse exacerbates many of these problems and corrodes the capacity of diverse societies to cooperate in solving social problems. Scholars and civil...

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Detalles Bibliográficos
Autores principales: Argyle, Lisa P., Bail, Christopher A., Busby, Ethan C., Gubler, Joshua R., Howe, Thomas, Rytting, Christopher, Sorensen, Taylor, Wingate, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10576030/
https://www.ncbi.nlm.nih.gov/pubmed/37788311
http://dx.doi.org/10.1073/pnas.2311627120
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author Argyle, Lisa P.
Bail, Christopher A.
Busby, Ethan C.
Gubler, Joshua R.
Howe, Thomas
Rytting, Christopher
Sorensen, Taylor
Wingate, David
author_facet Argyle, Lisa P.
Bail, Christopher A.
Busby, Ethan C.
Gubler, Joshua R.
Howe, Thomas
Rytting, Christopher
Sorensen, Taylor
Wingate, David
author_sort Argyle, Lisa P.
collection PubMed
description Political discourse is the soul of democracy, but misunderstanding and conflict can fester in divisive conversations. The widespread shift to online discourse exacerbates many of these problems and corrodes the capacity of diverse societies to cooperate in solving social problems. Scholars and civil society groups promote interventions that make conversations less divisive or more productive, but scaling these efforts to online discourse is challenging. We conduct a large-scale experiment that demonstrates how online conversations about divisive topics can be improved with AI tools. Specifically, we employ a large language model to make real-time, evidence-based recommendations intended to improve participants’ perception of feeling understood. These interventions improve reported conversation quality, promote democratic reciprocity, and improve the tone, without systematically changing the content of the conversation or moving people’s policy attitudes.
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spelling pubmed-105760302023-10-15 Leveraging AI for democratic discourse: Chat interventions can improve online political conversations at scale Argyle, Lisa P. Bail, Christopher A. Busby, Ethan C. Gubler, Joshua R. Howe, Thomas Rytting, Christopher Sorensen, Taylor Wingate, David Proc Natl Acad Sci U S A Social Sciences Political discourse is the soul of democracy, but misunderstanding and conflict can fester in divisive conversations. The widespread shift to online discourse exacerbates many of these problems and corrodes the capacity of diverse societies to cooperate in solving social problems. Scholars and civil society groups promote interventions that make conversations less divisive or more productive, but scaling these efforts to online discourse is challenging. We conduct a large-scale experiment that demonstrates how online conversations about divisive topics can be improved with AI tools. Specifically, we employ a large language model to make real-time, evidence-based recommendations intended to improve participants’ perception of feeling understood. These interventions improve reported conversation quality, promote democratic reciprocity, and improve the tone, without systematically changing the content of the conversation or moving people’s policy attitudes. National Academy of Sciences 2023-10-03 2023-10-10 /pmc/articles/PMC10576030/ /pubmed/37788311 http://dx.doi.org/10.1073/pnas.2311627120 Text en Copyright © 2023 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by/4.0/This open access article is distributed under Creative Commons Attribution License 4.0 (CC BY) (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Social Sciences
Argyle, Lisa P.
Bail, Christopher A.
Busby, Ethan C.
Gubler, Joshua R.
Howe, Thomas
Rytting, Christopher
Sorensen, Taylor
Wingate, David
Leveraging AI for democratic discourse: Chat interventions can improve online political conversations at scale
title Leveraging AI for democratic discourse: Chat interventions can improve online political conversations at scale
title_full Leveraging AI for democratic discourse: Chat interventions can improve online political conversations at scale
title_fullStr Leveraging AI for democratic discourse: Chat interventions can improve online political conversations at scale
title_full_unstemmed Leveraging AI for democratic discourse: Chat interventions can improve online political conversations at scale
title_short Leveraging AI for democratic discourse: Chat interventions can improve online political conversations at scale
title_sort leveraging ai for democratic discourse: chat interventions can improve online political conversations at scale
topic Social Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10576030/
https://www.ncbi.nlm.nih.gov/pubmed/37788311
http://dx.doi.org/10.1073/pnas.2311627120
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