Responsible AI & Governance · 3 to 4 hours
Govern AI outputs that may be repurposed
Decide what happens when a partner repurposes formative AI practice ratings for candidate screening, and design the authority, enforceable controls, evidence, and remedy that make the decision hold.
4 h
Used in interview rounds:
AI System Design (Hard)Behavioral & Project Deep Dive (Hard)Leadership Scenarios (Hard)1
Step 1: The question
Using the repurposed-ratings scenario, write a decision memo for the coach's accountable owner. Decide what happens to the partner's current use today and to its request for a screening feed, and support the decision with the scenario's evaluation, exposure, and dispute-queue figures. Then design the authority, enforceable controls, change triggers, and remedy that make your decision hold, and name the evidence that would change it.
Constraints
- Days are working days; use the scenario's first-in, first-out rule for wait times.
- Treat the partner's figures as unverified: the platform's logs show fetches, not hiring decisions.
- Do not assume a disclaimer transfers responsibility away from the platform team.
- The memo informs an engineering and product decision; it does not decide legal obligations.
Deliverables
- Scope and impact: the approved purpose compared with the partner's use, and everyone affected
- Evidence: recomputed figures, evidence gaps, and what remains unknown
- Decision and authority: today's action, the decision on the request, and who decides, who can stop, and who accepts residual risk
- Controls: where each limit is enforced and how you test it
- Remedy and lifecycle: affected learners, downstream copies, monitoring, reassessment triggers, and the evidence that would change the decision
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