text to sql

Text to SQL refers to systems that convert natural-language questions into executable database queries. A recent thread on WindowsForum discusses Google Research's Gemini-SQL2, a Gemini 3.1 Pro-based text-to-SQL system that achieved 80.04 percent execution accuracy on the BIRD benchmark, surpassing results from OpenAI GPT-5.5-xhigh and Anthropic Claude Opus 4.6. The discussion highlights the shift from conversational AI to systems that directly interact with enterprise data layers, emphasizing both the performance gains and the operational risks associated with such capabilities. This tag covers topics including AI-driven database querying, benchmark comparisons, and enterprise implications of text-to-SQL technology.