Cross-Agent Learning Signals Enable Coordinated Role-Decomposed LLM Training.

arXiv:2606.10684v2 Announce Type: replace-cross Abstract: Agentic search systems must coordinate evidence acquisition and response generation, yet existing approaches either couple both roles under a single agent objective or decompose them without disentangli