Rolling record / ARQ 63 Concerning · ▲ +2 7-day 3595 events in window / as of 02 Oct 2026
ARQAI Risk Quotient
capability 78.7 Severe

Language-model groups overstate consensus when replaying human deliberation on a reasoning task

LLM groups replaying human deliberation tend to overstate consensus, which could mislead users about the reliability of AI-mediated group reasoning.

LLM groups replaying human deliberation tend to overstate consensus, which could mislead users about the reliability of AI-mediated group reasoning.

Auto-scored: A research finding that LLM groups overstate consensus is a minor setback for trustworthy AI deliberation, with no mitigation.