Emergent Coordination in Multi-Agent Language Models

Researchers developed an information-theoretic framework to measure when multi-agent AI systems exhibit coordinated behavior beyond individual agents. The study found that specific prompt designs can transform collections of AI agents into coordinated collectives that mirror human group intelligence principles.