Motivated Chain-of-Thought and Reduced Scrutiny in LLM Judges

Yang Lu, Rabimba Karanjai, Dana R Alsagheer, Lei Xu, Weidong Shi Oct 1, 2026
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Abstract

Preprint: Motivated reasoning in LLM judges — how chain-of-thought can reduce scrutiny and bias evaluations.

Type Preprint
Venue AAAI 2027 (Under Review)
Date Oct 2026
LLM Evaluation Reasoning
LLM Evaluation Reasoning