Providing peer sycophancy rankings to agents in multi-LLM discussions reduces sycophantic influence, limits error cascades, and raises accuracy by 10.5%.
Consensagent: Towards efficient and effective consensus in multi-agent llm interactions through sycophancy mitigation
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Too Polite to Disagree: Understanding Sycophancy Propagation in Multi-Agent Systems
Providing peer sycophancy rankings to agents in multi-LLM discussions reduces sycophantic influence, limits error cascades, and raises accuracy by 10.5%.