Never the Number: Structural Abstention for AI Systems Whose Answers Are Consumed as Fact
DGX agentarXiv:2608.13926v1 Announce Type: new Abstract: Large language models have made natural language interfaces to databases (NLIDB) newly credible, but LLM text-to-SQL systems fail in a way that matters