AINeutralarXiv – CS AI · 14h ago6/10
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Label Over Logic? How Source Cues Bias Human Fallacy Judgments More Than LLMs
A research study comparing human and LLM reasoning capabilities found that humans are significantly more biased by source labels when evaluating logical fallacies, while LLMs maintain more consistent performance regardless of whether content is attributed to humans or AI. This finding suggests LLMs could enhance human decision-making in AI-mediated environments by providing source-agnostic analysis.
🧠 GPT-5🧠 Claude🧠 Sonnet