When Valid SQL Was Still the Wrong Answer
Editor’s Note: The following is an article written for and published in DZone’s 2026 Trend Report, Cognitive Databases, Intelligent Data: Unified Infrastructure for Vector Search, AI-Optimized Queries, and Hybrid Workloads. I started working on a personal project with a simple question: If AI can analyze a database schema and generate SQL, what still makes the answer hard to trust?
