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AI0-001 AI Governance and Ethics Practice Question

An AI governance team is implementing the NIST AI Risk Management Framework. They have identified a high-risk AI system and are in the 'Measure' function. Which activity is most appropriate for this function?

⚠ Common exam trap

The AI0-001 exam often tests the distinction between the NIST AI RMF functions (Map, Measure, Manage, Govern) by presenting risk mitigation actions (like implementing controls) as plausible activities for the 'Measure' function, when they actually belong to the 'Manage' function.

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

Conduct bias and fairness impact assessments on the model

In the NIST AI Risk Management Framework (AI RMF), the 'Measure' function focuses on assessing and analyzing risks associated with AI systems. For a high-risk AI system, conducting bias and fairness impact assessments is a core activity within this function, as it quantifies and evaluates potential harms related to fairness, accuracy, and transparency. This aligns with the framework's emphasis on quantitative and qualitative risk measurement before moving to risk treatment in the 'Manage' function.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Conduct bias and fairness impact assessments on the model

    Why this is correct

    Measuring risks includes testing for bias and fairness, which directly aligns with the Measure function.

  • Implement technical controls to mitigate identified risks

    Why it's wrong here

    Implementing controls is part of the Manage function, which addresses and mitigates risks.

  • Document the system's intended purpose and data sources

    Why it's wrong here

    Documenting intended use and data sources is part of the Map function, which identifies contexts.

  • Establish an AI ethics board to oversee risk decisions

    Why it's wrong here

    Establishing an ethics board falls under the Govern function, which sets the organizational context.

About these practice questions

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Written by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

This AI0-001 practice question is part of Courseiva's free CompTIA certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI0-001 exam.