arxivcs.AIcs.CLcs.FLcs.PL2026-07-11
GRID: Grammar-Railed Decoding for Enterprise SQL Generation
Large language models can write SQL, but enterprise deployment demands more than plausible text: outputs must be syntactically valid, must respect per-role and per-schema policy, must carry provable (not best-effort) guarantees, must not slow down as generations grow, and must le…