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

Label Over Logic? How Source Cues Bias Human Fallacy Judgments More Than LLMs arXiv:2605.29928v1 Announce Type: 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. Whether LLMs share this vulnerability, or offer more source-agnostic evaluation, remains an open question with direct implications for human-AI collabora