Clarify the User or Verify the World? Uncertainty Routing for Proactive Agents.

arXiv:2609.32255v1 Announce Type: new Abstract: Tool-using LLM agents must decide not only whether additional information is needed, but also which source can resolve the uncertainty. Existing proactive approaches often specialize in either user clarification