AI0-001 AI Implementation and Operations Practice Question
Which TWO actions should be taken to ensure an AI model complies with GDPR requirements when processing personal data?
⚠ Common exam trap
CompTIA often tests the misconception that anonymization is always required before any AI processing of personal data, but GDPR allows processing under lawful bases without anonymization, making Option D a tempting but incorrect choice.
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
✓
Limit data collection to only what is necessary for the model
GDPR's data minimization principle (Article 5(1)(c)) requires that personal data collected be adequate, relevant, and limited to what is necessary for the purpose for which it is processed. In AI model training, this means collecting only the features essential for the model's objective, reducing the risk of processing excessive or irrelevant personal data.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Limit data collection to only what is necessary for the model
Why this is correct
Data minimization is a GDPR principle.
- ✗
Provide a full explanation of model predictions
Why it's wrong here
Explainability is not explicitly required under GDPR.
- ✗
Store all user data for a minimum of 10 years
Why it's wrong here
GDPR requires retention only as long as necessary.
- ✗
Anonymize all personal data before use
Why it's wrong here
Anonymization is not always required; consent can be used.
- ✓
Implement user data deletion upon request
Why this is correct
Right to erasure is a key GDPR right.
About these practice questions
Courseiva writes every AI0-001 question from scratch — 754 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 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.