Execution Is the Risk: Why AI Governance Must Live at the Boundary

Most AI governance conversations are still missing the point. The risk does not come from what the model says. It comes from what the system does next. There is a moment in every AI system where a proposed action turns into a real state change. A record is written. A payment is sent. An account is m