Lucheng fu
1 indexed paper
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126
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NLP×1AI×1
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2026
Easier to Mislead Than to Correct: Harmful and Beneficial Revision in LLM Conformity
The study finds that in multi-agent systems, peer agreement makes LLMs more susceptible to adopting misleading answers than to correcting genuinely wrong ones, suggesting a need for verification over simple aggregation.
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