AI-102 Implement generative AI solutions Practice Question
You are building a generative AI application that uses Azure OpenAI Service. The application must handle sensitive user data and comply with GDPR. You need to ensure that the service does not store or log user prompts and completions. What should you configure?
⚠ Common exam trap
It's easy for candidates to confuse regional compliance (Option B) with operational data handling, not realizing that GDPR requires explicit control over data storage and logging, which is only achieved by disabling the data logging toggle.
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
✓
Disable data logging in the Azure OpenAI Service resource
Azure OpenAI Service provides a data logging toggle that, when disabled, ensures Microsoft does not store or process your prompts and completions for monitoring or improvement purposes. This is essential for GDPR compliance when handling sensitive user data, as it prevents any retention of personal data in the service's logs.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Disable data logging in the Azure OpenAI Service resource
Why this is correct
Disabling data logging ensures prompts and completions are not stored.
- ✗
Deploy the resource in a GDPR-compliant region
Why it's wrong here
Region compliance does not prevent logging.
- ✗
Configure content filtering to block sensitive data
Why it's wrong here
Content filtering does not prevent logging.
- ✗
Use a custom endpoint that anonymizes data
Why it's wrong here
Custom endpoints do not affect logging.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
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