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Eroding the Truth-Default: A Causal Analysis of Human Susceptibility to Foundation Model Hallucinations and Disinformation in the Wild

Loth, Alexander et al.
arXiv (All) · Papers
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artificial-intelligencecomputation-and-languagecomputers-and-societyh-5-2human-computer-interactioni-2-7
As foundation models (FMs) approach human-level fluency, distinguishing synthetic from organic content has become a key challenge for Trustworthy Web Intelligence. This paper presents JudgeGPT and RogueGPT, a dual-axis framework that decouples "authenticity" from "attribution" to investigate the mec
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