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LLM-Derived Preference Judgments Are Not Self-Consistent
arXiv cs.CL — Computation and Language
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What the source reports
Research shows LLMs generate self-inconsistent numerical preference judgments, failing fundamental utility theory assumptions in agent pipelines.
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