Unanimous but Wrong: Conformity in Multi-Agent LLM Audit Deliberation

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

Preprint: How conformity pressure in multi-agent LLM audit deliberation produces unanimous but incorrect verdicts.

Type Preprint
Venue AAAI 2027 (Under Review)
Date Oct 2026
Agents Multi-Agent Systems LLM Evaluation
Agents Multi-Agent Systems LLM Evaluation