Certifying Collective Reasoning in Multi-Agent Systems via Koopman Spectral Analysis

Nuzhat Khan, Indrakshi Dey

Orchestrated collectives of large language model (LLM) agents that debate and vote are an emerging form of computational intelligence: the intelligent behaviour resides in the \emp…