Essential Question#

What permissions are required to use data responsibly?

Scenario#

an AI governance board reviewing a proposed high-impact AI deployment

Stakeholders: governance chair, legal counsel, affected-user advocate, product owner, and compliance officer

Core Moves#

  • Define the decision boundary

  • Compare baseline and alternative

  • Interpret evidence and assumptions

  • Identify failure modes

  • Recommend next action

Lab & Assignment#

Draft a data-use review for a proposed AI workflow.

Artifact: responsible AI review memo with risk register, policy analysis, and redress plan focused on privacy, consent, and data rights: Draft a data-use review for a proposed AI workflow.