Daniel Braun (@d4br4.bsky.social)

Are LLMs “Yes Sayers”? Humans often show acquiescence bias, i.e. prefer positive answers in questionnaires and surveys regardless of their actual belief. We investigated if LLMs show a similar bias and found: they’re disproportionately likely to answer “No,” even when the meaning flips.

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Acquiescence Bias in Large Language Models Acquiescence bias, i.e. the tendency of humans to agree with statements in surveys, independent of their actual beliefs, is well researched and documented. Since Large Language Models (LLMs) have… https://arxiv.org/abs/2509.08480

9 months ago