E.3 Responsible-AI Requirements and Enforceable Guardrails

Responsible-AI requirements examine whether values, duties and risk decisions are converted into controls that teams can implement, test and improve. The focus is not the existence of principles alone, but the path from each material commitment to an applicable requirement, a control owner, a test result and current evidence.