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

Mincheol Daniel Song, Joshua Ward, Jake Jung +1

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 a…