The seven roles of generative AI: Potential & pitfalls in combatting misinformation

Misinformation can shape beliefs and undermine democracy, making effective mitigation essential. Generative AI (gen AI) presents risks and opportunities in this space—it can generate dubious content but also detect and counter misinformation at scale. AI’s ability to support and persuade people, facilitate discourse, and enhance media literacy underscores its potential. However, risks such as hallucinations, bias reinforcement, and manipulation highlight the need for responsible implementation. In this paper, we explore gen AI’s role as an informer, guardian, persuader, integrator, collaborator, teacher, and playmaker, examining strengths, weaknesses, opportunities, and threats via strengths, weaknesses, opportunities, and threats (SWOT) analysis. For policymakers and technology leaders, we highlight the importance of regulations, transparency, human oversight, and AI literacy to ensure that gen AI can serve as a tool for truth rather than deception.

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Publication Details

Journal
Behavioral Science & Policy
Published
2026-02-13
DOI
https://doi.org/10.1177/23794607261417815
Primary Topic
Misinformation and Its Impacts
Type
article
Field-Weighted Citation Impact
0.00
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article

The seven roles of generative AI: Potential & pitfalls in combatting misinformation

Emily R. Spearing, Thomas Nygren, Isabella I. Hardwick, Davide Vega et al.
Behavioral Science & Policy
Misinformation and Its Impacts
article

The seven roles of generative AI: Potential & pitfalls in combatting misinformation

Emily R. Spearing, Thomas Nygren, Isabella I. Hardwick, Davide Vega, Jon Roozenbeek, Nicolas Fay, Ullrich K. H. Ecker
article en

Abstract

Misinformation can shape beliefs and undermine democracy, making effective mitigation essential. Generative AI (gen AI) presents risks and opportunities in this space—it can generate dubious content but also detect and counter misinformation at scale. AI’s ability to support and persuade people, facilitate discourse, and enhance media literacy underscores its potential. However, risks such as hallucinations, bias reinforcement, and manipulation highlight the need for responsible implementation. In this paper, we explore gen AI’s role as an informer, guardian, persuader, integrator, collaborator, teacher, and playmaker, examining strengths, weaknesses, opportunities, and threats via strengths, weaknesses, opportunities, and threats (SWOT) analysis. For policymakers and technology leaders, we highlight the importance of regulations, transparency, human oversight, and AI literacy to ensure that gen AI can serve as a tool for truth rather than deception.

Behavioral Science & Policy
Uppsala University (SE), The University of Western Australia (AU), University of Cambridge (GB)
Quality Education
Openalex Percentile: Top 62%
Misinformation and Its Impacts
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The seven roles of generative AI: Potential & pitfalls in combatting misinformation — Emily R. Spearing, Thomas Nygren, et al. · Behavioral Science & Policy (2026) | TGRS Research Map | TGRS