Overview
What this challenge is about.
Produce a concise ethical risk register and stakeholder impact analysis grounded in publicly available evidence about AI tutors (e.g., Khanmigo studies, UNESCO AI in education guidance). Identify the top five risks, score them by likelihood and severity, and propose a concrete mitigation for each — including at least one you would refuse to ship without. Constraints: keep the analysis tight (board reads in 20 minutes), and avoid hand-waving — every risk must cite at least one source. Success looks like a board memo that visibly changes at least two product decisions.
The Brief
What you'll do, and what you'll demonstrate.
What are the most material ethical risks of deploying an AI tutor to German minors at scale, and which mitigations are non-negotiable before expansion?
Earning criteria — what you'll demonstrate
- Identify and prioritize societal harms from AI deployment in sensitive domains
- Apply stakeholder analysis to AI ethics decisions
- Ground ethical recommendations in empirical evidence rather than intuition
- Communicate AI risk concisely to founder-level decision makers
Program Fit
Where this fits in your program.
Sharpens the same skills your degree expects you to demonstrate.
Skills
Skills you'll demonstrate.
Each one shows up on your verified credential.
Careers
Roles this prepares you for.
Real titles. Real skill bridges. Pick the one closest to your trajectory.