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AI0-001 AI Governance and Ethics Practice Question

A company is deploying a generative AI system that produces text content. To comply with emerging transparency obligations, which THREE measures should they implement?

⚠ Common exam trap

CompTIA often tests the distinction between security controls (encryption, access control) and governance/transparency measures, so candidates mistakenly select encryption or access restriction as fulfilling transparency obligations when they do not.

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

✓

Watermark AI-generated content

Watermarking AI-generated content (Option A) is correct because it embeds an imperceptible, machine-detectable signal into the output, enabling provenance verification. This directly addresses transparency obligations by allowing downstream systems to identify synthetic text, which is a key requirement in emerging AI regulations such as the EU AI Act.

Answer analysis

Option-by-option breakdown

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

  • ✓

    Watermark AI-generated content

    Why this is correct

    Watermarking helps identify AI-generated content and is a transparency best practice.

  • ✓

    Disclose AI involvement to users

    Why this is correct

    Users should be informed when they are interacting with AI-generated content.

  • ✗

    Encrypt all training data

    Why it's wrong here

    Encryption is a security measure, not a transparency obligation.

  • ✓

    Provide deepfake detection tools

    Why this is correct

    Detection tools help verify authenticity and meet transparency requirements.

  • ✗

    Limit model access to internal employees only

    Why it's wrong here

    Access control is about security and privacy, not transparency.

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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.