Relative benefits of single-agent versus multi-agent thought exchanges
Determine whether readers engaged in critical academic paper reading benefit more from one-on-one conversations with a single AI agent or from simulated group thought exchanges with multiple AI agents that contribute diverse viewpoints.
References
In particular, it is unclear whether readers benefit more from one-on-one conversations with a single agent or from simulated group thought exchange where multiple agents contribute diverse viewpoints.
— LLM-based In-situ Thought Exchanges for Critical Paper Reading
(2510.15234 - Fang et al., 17 Oct 2025) in Introduction (Section 1)