Faithful, Not Corrective: Model Capability Governs Message-Format Effects in Multi-Hop Agent Relays.

arXiv:2607.09678v2 Announce Type: replace Abstract: When LLM agents hand information to one another, does the message format matter? Two literatures disagree: format-optimization work reports that structured messages cut cost without hurting accuracy, while fo