Unverified50% confidenceOpinionExact time
When independent answers are aggregated together, the user unconsciously acts as a filter, prioritizing answers that match their own intuition and ignoring viewpoints that require more cognitive effort.
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50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
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Related Claims
VerifiedThe core method of Self-Consistency is to independently sample the same problem multiple times, generate multiple different chains of thought, and select the answer with the highest frequency through majority voting.74% similarUnverifiedOptimization performed to align with user preferences may cause models to lean toward agreeing with and empathizing with one party in the conversation, at the cost of neutrality and independent judgment.74% similarUnverifiedWhen users explicitly stated their own ideology, the model's responses shifted systematically toward the user's position.72% similarUnverifiedSycophancy bias refers to the tendency of models to give answers that the user seems to want to hear.70% similar
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