Problem
Research questions and friction points this paper is trying to address.
AI-generated legal advice
credibility
verification
access-to-justice
lay users
Credible, Not Always Correct: How Reddit Users Verify AI-Generated Legal Advice
🤖 AI Summary
This study investigates how laypersons evaluate and trust AI-generated legal advice in the absence of formal legal representation. Drawing on a mixed-methods analysis of 153 user narratives and 5,341 community interactions from Reddit, the paper introduces the concept of “distributed consultation” and demonstrates that users predominantly rely on perceived formal credibility and emotional reassurance—rather than substantive accuracy—when accepting AI advice. Findings reveal that most users do not actively verify the content they receive; instead, they tend to accept AI outputs simply because these mimic the discursive style of legal professionals. This dynamic reflects a problematic displacement of verification responsibility onto those least equipped to assess legal validity, thereby exposing a misalignment in trust mechanisms and significant ethical risks inherent in AI-mediated legal assistance.
📝 Abstract
Large language models (LLMs) are increasingly used by laypeople to resolve real legal problems, against a backdrop of persistent access-to-justice deficits. This article presents evidence that the practical force of AI-generated legal advice depends not on its accuracy but on the social production of its credibility. While existing research has assessed the accuracy of legal AI, less is known about how machine-generated guidance is verified and made credible enough for lay users to act on. Drawing on a dual-method analysis of 153 Reddit narratives and 5,341 community reactions, this article maps a spectrum of verification practices. At one end, a minority of users verify AI-generated legal advice by triangulating across models, and some submit AI-generated guidance to platform communities for evaluation before acting, a configuration we term distributed counsel. Far more commonly, however, narratives are silent on verification. AI-generated legal advice is acted on the strength of its lawyer-like form and emotional reassurance alone. These findings show that AI-assisted legal self-help operates within an emerging informal infrastructure which redistributes the work of verification to those least equipped to bear it.
Innovation
Methods, ideas, or system contributions that make the work stand out.
distributed counsel
verification practices
AI-generated legal advice
social credibility
access-to-justice
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