When Only the Final Text Survives: Implicit Execution Tracing for Multi-Agent Auditing

Yi Nian, Haosen Cao, Shenzhe Zhu +4

When a multi-agent system produces an incorrect or harmful answer, who is accountable if execution logs and agent identifiers are unavailable? In practice, generated content is oft…