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Faithful, Not Corrective: Message-Format Effects in Multi-Hop Agent Relays Are Tier-Dependent
arXiv cs.LG — Machine Learning
Factual evidence
What the source reports
Research finds that message format in multi-hop LLM agent relays significantly impacts copy fidelity, with structured messages performing better.
OneBench interpretation
Institutional assessment
So what
This research provides a critical operational insight into optimizing inter-agent communication, directly impacting the robustness and reliability of your enterprise agentic workflows.
Do what
Your architecture choices for multi-agent systems, particularly data handoffs between components, should prioritize message format for fidelity and cost optimization.