Preprint
Aug 2026
Adaptive Influence Graphs for Failure Attribution in Multi-Agent Systems
Adaptive Influence Graphs is introduced, a two-stage agentic framework that first transforms a failed trace into a structured graph and then navigates it to identify the critical error and establishes a new state of the art on Who&When, the standard benchmark for multi-agent failure attribution.
Yarden Bakish, Amir Dudai, Roy Ganz et al.
· 1 citation