VerifyMAS: Hypothesis Verification for Failure Attribution in LLM-based Multi-Agent Systems

arXiv:2605.17467 · cs.CL · Submitted 2026-05-17 · Read on arXiv

cs.CL

Submitted: 2026-05-17

Updated: 2026-10-25

Terminology

• Failure Attribution — 4× in this paper · explained in 2 episodes
• Verification — 4× in this paper · explained in 2 episodes
• Multi-Agent System — 2× in this paper · explained in 7 episodes
• Error Taxonomy — 1× in this paper · explained in 3 episodes
• Localization — 1× in this paper · explained in 2 episodes
• Verifier — 1× in this paper · explained in 2 episodes

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