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AI Security, Ethics and GovernancemediumMultiple SelectObjective-mapped

AI0-001 AI Security, Ethics and Governance Practice Question

Which THREE of the following are key principles of trustworthy AI as defined by major regulatory bodies?

⚠ Common exam trap

The AI0-001 exam often tests the distinction between ethical principles and business goals, so candidates mistakenly select 'maximum profitability' or 'proprietary secrecy' because they confuse corporate interests with regulatory requirements for trustworthy AI.

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

Fairness and non-discrimination

Fairness and non-discrimination (A) is a core principle of trustworthy AI because regulatory bodies like the European Commission's High-Level Expert Group on AI and the OECD require that AI systems do not perpetuate or amplify biases against protected groups. This involves implementing bias detection and mitigation techniques during model training and validation, such as using fairness metrics like demographic parity or equalized odds to ensure equitable outcomes across different demographic segments.

Answer analysis

Option-by-option breakdown

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

  • Fairness and non-discrimination

    Why this is correct

    AI systems should avoid bias and ensure equitable treatment.

  • Transparency and explainability

    Why this is correct

    Trustworthy AI systems should be transparent and explainable.

  • Maximum profitability

    Why it's wrong here

    Profitability is a business goal, not an ethical principle.

  • Proprietary secrecy

    Why it's wrong here

    Secrecy hinders transparency and trust.

  • Accountability

    Why this is correct

    Organizations must be accountable for their AI systems' outcomes.

Quick reference

RAID Level Comparison

RAID LevelMin DisksFault ToleranceReadWriteUsable Capacity
RAID 02NoneExcellentExcellent100%
RAID 121 diskGoodModerate50%
RAID 531 diskGoodModerate67–94%
RAID 642 disksGoodLower50–88%
RAID 1041 disk per mirrorExcellentGood50%

RAID is not a backup strategy — it protects against disk failure but not against accidental deletion, ransomware, or site-level events.

About these practice questions

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JA

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.