Towards a Science of Collective AI: LLM-based Multi-Agent Systems Need a Transition from Blind Trial-and-Error to Rigorous Science

Towards a Science of Collective AI: LLM-based Multi-Agent Systems Need a Transition from Blind Trial-and-Error to Rigorous Science explores Develop a systematic framework for optimizing multi-agent systems using a newly proposed metric for collaboration gain.. Commercial viability score: 4/10 in Agents.