by, on and changes, and every AI action adds ai.reasoning, ai.sources, ai.confidence and ai.model — evidence your compliance team can map to obligations such as EU AI Act Article 14, FINRA Rule 3110, the Colorado AI Act and HIPAA audit controls. Not features added later. Part of the primitive.