One Model, Many Minds: Unlocking Multi-Agent Synergy in a Single Agent via Mixture of Roles

Zhichen Zeng, Huiyuan Chen, Jingru Cheng +7

Specializing Large Language Models (LLMs) toward distinct abilities underpins successes ranging from personalized assistants to multi-agent systems (MAS). Single-agent paradigms re…