Detect Before You Attribute: Cascade Failure Attribution for Multi-Agent Systems
DUOTRACE follows a detect-before-attribute paradigm: it first detects anomalous executions and then supplies focused trajectory evidence to downstream LLM-based attribution methods, which improves agent-level and step-level attribution accuracy.
Jia-Yi Zhang, Ze-Xin Wang, DecisionMakingRon Sun et al.
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