A reviewer has expertise. A sponsor has a budget. An operator has a launch button. Who owns the answer when the safety finding says the work is not ready?

In this 19-minute AI Change Desk episode, Michael follows a safety recommendation into an accountable decision and a concrete change to work. The practical distinction: changing a control, testing it, and verifying an outcome are three different claims.

OpenAI's September 22 assessment proposal is a framework for scrutiny, not certification of a deployment. Its September 25 disclosure describes ongoing remediation. A separate September 28 Australian ministerial account describes a changed notification route and continuing investigation. Microsoft's September 24 worked example links a finding to a control and retest while preserving residual failures.

Use the five-part Rec ...