Large language models produce plausible outputs even without verifiable grounding. In legal contexts this structural characteristic generates documentable risks: incorrect case citations, reference to judgments absent from the corpus, unanchored assertions delivered with full confidence. AAIA-RAG-LEGAL is the first vertical application of the AAIA architecture: a system that governs the language model rather than replacing it, imposing verified sources, independent output verification, and structured traceability. Results documented on 19 May 2026 demonstrate the difference measurably. The system is operational.
Alberto Minasi della Rocca (Thu,) studied this question.