Thanks very much.
I want to start with you, Mr. Mittelstadt, and talk first about AI, risk assessments and algorithmic transparency. At a government level, there are now rules that the Treasury Board has put in place for government agencies and departments. It's a risk assessment, and then, depending upon how they answer the 85 questions, they're categorized from stages one to four. Depending on where they slot in, there are mitigation measures that are then required.
Perhaps you can explain the usefulness of that, if you think it's useful, and the deficiencies, if you think there are deficiencies, and how we can improve upon that, potentially, and what else might be required.