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AIF-C01 Practice Question: A company uses a generative AI model to create…
A company uses a generative AI model to create marketing copy. They want to ensure that customers know the content is AI-generated. Which practice directly addresses this transparency requirement?
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
✓
Add a watermark or disclaimer stating 'This content was generated by AI'
Transparency in AI-generated content involves clearly disclosing to users that the content was produced by AI. This can be done through disclaimers, labeling, or other communication methods.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Implement AWS CloudTrail to log all model inference calls
Why it's wrong here
CloudTrail logs API calls for auditing, not for disclosing AI generation to end users.
- ✓
Add a watermark or disclaimer stating 'This content was generated by AI'
Why this is correct
Explicit disclosure that content is AI-generated meets transparency requirements under emerging regulations and responsible AI guidelines.
- ✗
Store all generated content in Amazon S3 with versioning enabled
Why it's wrong here
Version control is a data management practice, not a transparency measure for AI-generated content.
- ✗
Use a more powerful model to generate more natural-sounding text
Why it's wrong here
Improving output quality does not address transparency; users still need to know the content is AI-generated.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AIF-C01 practice question is part of Courseiva's free Amazon Web Services 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 AIF-C01 exam.