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

arXiv:2610.04156v1 Announce Type: new 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, this presents a critical risk where sys…

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  1. 2026-10-06 04:00 · arXiv cs.CL
    Trajectory-Derived Confidence for Reliable, Resource-Aware Clinical Text-to-SQL Agents

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