POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems

Iñaki Dellibarda Varela, R. Sendra-Arranz, Pablo Romero-Sorozabal +5

Orchestrating Large Language Models into Multi-Agent Systems (LLM-MAS) has unlocked remarkable reasoning capabilities, yet emergent failures and hallucinations that resist characte…