Separate Facts from Model Judgment in LLM Schemas
Series: Building Auditable LLM Systems · Part 3 of 11 An LLM schema does more than list fields. It defines the boundary between facts, model judgment, and feedback. Two principles are especially important: Label whether each value comes from deterministic computation or model inference. Store every model judgment with the explicit rationale produced for that decision. The first principle protects the factual boundary. The second preserves the model’s decision-time account of its judgment. ...