Cargando…
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...
Autores principales: | , , , , , , , |
---|---|
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 |
_version_ | 1785121037114933248 |
---|---|
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. |
format | Online Article Text |
id | pubmed-10576030 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT argylelisap leveragingaifordemocraticdiscoursechatinterventionscanimproveonlinepoliticalconversationsatscale AT bailchristophera leveragingaifordemocraticdiscoursechatinterventionscanimproveonlinepoliticalconversationsatscale AT busbyethanc leveragingaifordemocraticdiscoursechatinterventionscanimproveonlinepoliticalconversationsatscale AT gublerjoshuar leveragingaifordemocraticdiscoursechatinterventionscanimproveonlinepoliticalconversationsatscale AT howethomas leveragingaifordemocraticdiscoursechatinterventionscanimproveonlinepoliticalconversationsatscale AT ryttingchristopher leveragingaifordemocraticdiscoursechatinterventionscanimproveonlinepoliticalconversationsatscale AT sorensentaylor leveragingaifordemocraticdiscoursechatinterventionscanimproveonlinepoliticalconversationsatscale AT wingatedavid leveragingaifordemocraticdiscoursechatinterventionscanimproveonlinepoliticalconversationsatscale |