# Module 8 Narration

## Opening

Open with the professional setting: an AI governance board reviewing a proposed high-impact AI deployment. Ask students what decision is being made, who is affected, and what evidence would be persuasive to a skeptical reviewer.

## Middle

Move through the module in four passes:

1. Define **Responsible AI policy portfolio** in the context of AI Ethics, Law & Policy.
2. Walk through the lab as a proxy-data exercise, emphasizing what it can and cannot show.
3. Compare a baseline with an AI-enabled or more sophisticated alternative.
4. Translate the result into stakeholder language: recommendation, risk, mitigation, and next evidence.

## Closing

Close by returning to the module artifact: **responsible AI review memo with risk register, policy analysis, and redress plan focused on responsible ai policy portfolio: Assemble a policy brief and risk acceptance memo.**. Students should leave knowing exactly what artifact they are producing and how it will be judged.