This Title was AI-generated; Read with Caution!: An Analysis of LLM Disclaimers and their Prominence

Zachary Maready · Carolina Digital Repository (University of North Carolina at Chapel Hill) · 2025

This thesis evaluates the visual trends present across the current disclaimers featured on LLM webpages. To do so, I used a content analysis that broke down a series of screenshots from these webpages into particular elements. I then compare the common trends to the existing legal standards for disclaimers in defamation cases, and make suggestions for more comprehensive regulation.

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