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Responsible AI: six questions, mapped to NIST
Apply the six responsible-AI principles (fairness, transparency, accountability, privacy, safety, human oversight) to a real deployment decision and identify which principle is most at risk
- Time
- 20–25 min
- Type
- exercise
- Bloom
- Apply → Create
- XP
- 100
Architecture diagram for Responsible AI: six questions, mapped to NIST. Six-principle wheel around a central 'GOVERN' hub, each spoke labeled with its one-line check question. Warm gold on near-black.
You'll be able to
- Apply the six responsible-AI principles (fairness, transparency, accountability, privacy, safety, human oversight) to a real deployment decision and identify which principle is most at risk
- Map each principle to the NIST AI RMF GOVERN function, the policies, roles, and accountability that make the other RMF functions possible, so your checks line up with the standard
- Write a short set of responsible-AI commitments you will personally hold for the AI tools you touch at work, with at least one commitment that closes a gap you currently have no answer for
Key concepts · tap to reveal
1/15·Watch·Beat 1 · Hook
0%
Hook
You approve an AI tool because the accuracy numbers look great. Months later you learn it quietly down-ranked one group. Nobody coded that rule, but you signed off, so you own it.
Your task Write a prompt that asks Claude to recommend the right AI setup for a real task you're facing — then weigh its answer against this lesson, "Responsible AI: six questions, mapped to NIST."
a strong prompt:role · context · task · format · example
Exercise · scenario
A loan model denies applicants but can't explain the decision to them.
Deliverable
Add a **Responsible-AI Commitments** page to your AI Fluency Playbook. For each of the six principles, write one concrete commitment you will hold for the AI you use at work, phrased as an action, not a sentiment (e.g., "I will not paste customer PII into a consumer AI tool" rather than "I value privacy"). These become your personal GOVERN checklist.
Reveal model answer
Transparency
Practice · Scenarios
0 of 2 revealed
Scenario 1 of 2
A triage AI runs with no way for a nurse to override its order.
Sources
- [1]NIST·AI Risk Management Framework (AI RMF 1.0) — Core (2023) · Regulation
- [2]arXiv·Evolving AI Risk Management: A Maturity Model based on the NIST AI Risk Management Framework (2024) · Research
Submit your work for review
Paste your capstone artifact below. You'll get back a 4-level rubric grade, per-criterion feedback, and three concrete edits to strengthen it.