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AIF-C01 Practice Question: A company deploys a large language model to…
A company deploys a large language model to automatically generate product descriptions. They want to ensure customers are aware that the content is AI-generated, as part of transparency requirements. What should they implement?
⚠ Common exam trap
AIF-C01 often tests the difference between visible disclosure (user awareness) and invisible watermarking (provenance) — candidates pick the technical-sounding watermark option when the requirement is customer awareness.
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
✓
Include a disclosure statement such as 'This content was generated by AI' in the output
Transparency requirements for AI-generated content are best met by clearly disclosing to the end user that the content was generated by AI. Including a visible disclosure statement in the output directly informs customers at the point of consumption. This satisfies emerging AI transparency regulations and ethical guidelines.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Include a disclosure statement such as 'This content was generated by AI' in the output
Why this is correct
A disclosure statement directly satisfies the transparency requirement by informing customers the text is AI-generated. This is the standard mechanism for meeting AI transparency obligations, as it makes the artificial origin of the content explicit to the end user at the point of consumption.
- ✗
Use Amazon Rekognition to add a visible watermark to images only
Why it's wrong here
Rekognition watermarks images, but the scenario generates text product descriptions, so no image exists to mark. It is tempting because visible watermarking is a recognised transparency technique, and it would be correct if the output were images rather than text.
- ✗
Store metadata in the content database indicating AI generation
Why it's wrong here
Database metadata is invisible to customers reading the description, so it does not satisfy the transparency requirement of informing them. It is tempting because metadata supports internal auditing and provenance tracking, which is the correct choice when the goal is governance rather than end-user disclosure.
- ✗
Embed an invisible watermark in the generated text
Why it's wrong here
An invisible watermark is imperceptible to customers, so it cannot make them aware the content is AI-generated; it supports provenance verification instead. It is tempting because watermarking is associated with AI content labelling, and it would be correct where detection by tooling, not human disclosure, is required.
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Courseiva writes every AIF-C01 question from scratch — 862 in total, each with an explanation and a wrong-answer breakdown. None are copied from real exams or dumps. Learn why practice questions differ from exam dumps →
JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed September 2026 · checked against the official Amazon Web Services exam blueprint
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.