Story
arxiv_agent_systems_research · Nov 11, 2026 · paper
Source brief
CoLFA: Collaboration-Guided Lightweight Failure Attribution for LLM-Based Multi-Agent Systems
arxiv.orgNov 11, 2026
original source linked
In brief
Failure attribution in multi-agent systems requires tracing error formation to identify the decisive error step and the responsible agent. However, agents' division of work and information exchange lead to Interleaved...
Feed lens
agent