Policy Has to Run Somewhere: What Policy-as-Skill Changes in Governed LLM Systems
TL;DR for operators A policy-aware LLM has to do more than retrieve the right document. It must know what evidence is mandatory, when evidence is insufficient, when a case requires human review, which policy version governed the decision, and what information must be retained so the decision can later be reconstructed. Policy-as-Skill: Governed LLM Decision Support with Evidence, Deterministic Control, and Audit1 turns those obligations into explicit runtime components rather than leaving them inside prompts or application glue code. ...