CCAR-P: Claude Certified Architect — Professional

Ethical AI deployment requires fairness in how people are represented and treated, so outputs should not make unsupported generalizations about people. It also requires clear human accountability: people and deploying organizations remain responsible for consequential decisions and must retain appropriate oversight rather than assigning responsibility to a model.