arXiv AI By Mahjabin Nahar, Nafis Irtiza Tripto, Aiping Xiong, Ting-Hao 'Kenneth' Huang, Dongwon Lee

Label Over Logic? How Source Cues Bias Human Fallacy Judgments More Than LLMs

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arXiv:2605. 29928v2 Announce Type: replace-cross Abstract: As AI-generated and AI-assisted content floods online spaces, source labels attached to such content can distort human reasoning judgments, with downstream consequences for moderation, evaluation, and decision-making.

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