Dynamic Governance of Multi-LLM Agent Systems for Collaborative Conversational Outcomes
The episode discusses a paper detailing how to manage multiple AI agents with conflicting goals, such as a chatbot and a skeptical visitor. The authors propose an 'Experience Orchestrator' (EO), a governance layer that steers the conversation using three components: PID control, belief tracking, and contextual bandits. This framework significantly improves conversion rates compared to unguided chatbots.