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Preprint Oct 2026

Large language models underrepresent malice and overreport virtue

People increasingly use large language models (LLMs) to interpret others'behaviour, often assuming that LLMs infer motives as humans do. Aligned LLMs attribute more benevolent and less malevolent motives to a whistleblower than humans do, but ratings alone cannot reveal whether these differences arise in internal repre...

Xiao-Yan Wu, Fan Shi · 0 citations

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