Hidden Anchors in Multi-Agent LLM Deliberation

Apurba Pokharel, Ram Dantu

Multi-agent LLM deliberation, where agents exchange and revise answers over several rounds, is increasingly used to improve reasoning and accuracy, yet how and why it works is rare…