Trajectory-Derived Confidence for Reliable, Resource-Aware Clinical Text-to-SQL Agents.

arXiv:2610.04156v1 Announce Type: cross Abstract: LLM agents for clinical text-to-SQL applications reason autonomously over multiple steps but cannot assess whether their own reasoning or outputs can be trusted. In high leverage applications such as healthcare