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

Publication ,  Journal Article
Argyle, LP; Bail, CA; Busby, EC; Gubler, JR; Howe, T; Rytting, C; Sorensen, T; Wingate, D
Published in: Proceedings of the National Academy of Sciences of the United States of America
October 2023

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.

Duke Scholars

Published In

Proceedings of the National Academy of Sciences of the United States of America

DOI

EISSN

1091-6490

ISSN

0027-8424

Publication Date

October 2023

Volume

120

Issue

41

Start / End Page

e2311627120

Related Subject Headings

  • Policy
  • Language
  • Humans
 

Citation

APA
Chicago
ICMJE
MLA
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Argyle, L. P., Bail, C. A., Busby, E. C., Gubler, J. R., Howe, T., Rytting, C., … Wingate, D. (2023). Leveraging AI for democratic discourse: Chat interventions can improve online political conversations at scale. Proceedings of the National Academy of Sciences of the United States of America, 120(41), e2311627120. https://doi.org/10.1073/pnas.2311627120
Argyle, Lisa P., Christopher A. Bail, Ethan C. Busby, Joshua R. Gubler, Thomas Howe, Christopher Rytting, Taylor Sorensen, and David Wingate. “Leveraging AI for democratic discourse: Chat interventions can improve online political conversations at scale.Proceedings of the National Academy of Sciences of the United States of America 120, no. 41 (October 2023): e2311627120. https://doi.org/10.1073/pnas.2311627120.
Argyle LP, Bail CA, Busby EC, Gubler JR, Howe T, Rytting C, et al. Leveraging AI for democratic discourse: Chat interventions can improve online political conversations at scale. Proceedings of the National Academy of Sciences of the United States of America. 2023 Oct;120(41):e2311627120.
Argyle, Lisa P., et al. “Leveraging AI for democratic discourse: Chat interventions can improve online political conversations at scale.Proceedings of the National Academy of Sciences of the United States of America, vol. 120, no. 41, Oct. 2023, p. e2311627120. Epmc, doi:10.1073/pnas.2311627120.
Argyle LP, Bail CA, Busby EC, Gubler JR, Howe T, Rytting C, Sorensen T, Wingate D. Leveraging AI for democratic discourse: Chat interventions can improve online political conversations at scale. Proceedings of the National Academy of Sciences of the United States of America. 2023 Oct;120(41):e2311627120.
Journal cover image

Published In

Proceedings of the National Academy of Sciences of the United States of America

DOI

EISSN

1091-6490

ISSN

0027-8424

Publication Date

October 2023

Volume

120

Issue

41

Start / End Page

e2311627120

Related Subject Headings

  • Policy
  • Language
  • Humans