structural abstention Aug 17, 2026
Never Trust the Number: How to Build Reliable Text-to-SQL Agents That Refuse Unsafe Questions
A practical architecture for reliable text-to-SQL agents: keep generative models away from business-critical values, make unsupported questions visibly unanswerable, and use deterministic execution for governed results.