AI RESEARCH
When Only the Final Text Survives: Implicit Execution Tracing for Multi-Agent Attribution
arXiv CS.AI
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ArXi:2603.17445v2 Announce Type: replace When a multi-agent system produces an incorrect or harmful answer, who is accountable if execution logs and agent identifiers are unavailable? Multi-agent language systems increasingly rely on structured interactions such as delegation and iterative refinement, yet the final output often obscures the underlying interaction topology and agent contributions. We