Semantic Uncertainty-Guided Orchestration in Hierarchical Multi-Agent Systems

John Knowlton, Aritra Guha, Risto Miikkulainen

As large language model (LLM)-based multi-agent systems become increasingly capable, coordinating agents under uncertainty becomes a fundamental challenge. Existing orchestration s…