Why does AI need to be governed at all?

Because AI consumes data, produces outputs, makes decisions, and affects people. Without governance, an organization cannot answer basic questions: what data did the AI see, what prompt did it run, which model produced the answer, who is accountable, and is this defensible to a regulator or a court. Governance is the layer that makes those answers possible. The platform stren