Evaluating generative AI’s potential to dispel misinformation about wind farms

Public misinformation about wind farms threatens the global transition to net-zero and a more environmentally sustainable future. This study examines whether conversations with Generative AI (GenAI) can effectively address misinformation and improve attitudes and beliefs about wind farms. In two pre-registered experiments (collective N = 2405), participants with anti-wind farm beliefs engaged in three-round dialogues with ChatGPT, a widely used GenAI tool. Fact-checking showed no clear cases of the GenAI introducing misinformation. Furthermore, following GenAI conversations, participants displayed reduced agreement with misinformation about wind farms, increased policy support, and reduced confidence in their anti-wind farm views. However, some of these effects decayed over time and were not always more effective than static informational resources. These findings highlight both the potential and limitations of GenAI in combating sustainability misinformation, offering insights for leveraging AI in public communication strategies.

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Publication Details

Journal
Scientific Reports
Published
2026-03-13
DOI
https://doi.org/10.1038/s41598-026-42790-8
Primary Topic
Climate Change Communication and Perception
Type
article
Field-Weighted Citation Impact
0.00
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article

Evaluating generative AI’s potential to dispel misinformation about wind farms

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Scientific Reports
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Evaluating generative AI’s potential to dispel misinformation about wind farms

Belinda Wade, Christian Bretter, Sarah MacInnes, Aimee E. Smith, Saphira Rekker, Jarren L. Nylund, Samuel Pearson, Matthew J. Hornsey
article en

Abstract

Public misinformation about wind farms threatens the global transition to net-zero and a more environmentally sustainable future. This study examines whether conversations with Generative AI (GenAI) can effectively address misinformation and improve attitudes and beliefs about wind farms. In two pre-registered experiments (collective N = 2405), participants with anti-wind farm beliefs engaged in three-round dialogues with ChatGPT, a widely used GenAI tool. Fact-checking showed no clear cases of the GenAI introducing misinformation. Furthermore, following GenAI conversations, participants displayed reduced agreement with misinformation about wind farms, increased policy support, and reduced confidence in their anti-wind farm views. However, some of these effects decayed over time and were not always more effective than static informational resources. These findings highlight both the potential and limitations of GenAI in combating sustainability misinformation, offering insights for leveraging AI in public communication strategies.

Scientific Reports
The University of Queensland (AU)
Responsible consumption and production
Openalex Percentile: Top 28%
Climate Change Communication and Perception
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