1Z0-1127-25 Deploying and Managing Generative AI on OCI Practice Question
A company is designing a generative AI solution on OCI that must comply with data privacy regulations. Which three best practices should they follow? (Choose three.)
⚠ Common exam trap
A common mix-up: candidates confuse general resource management best practices (like compartments) with specific data privacy compliance requirements, or mistakenly think public buckets are acceptable for transparency when they actually create a severe data exposure risk.
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
✓
Enable audit logging for all inference requests
Enabling audit logging for all inference requests is a fundamental data privacy best practice. It provides an immutable record of who accessed the generative AI service, what data was sent, and when, which is essential for compliance audits and detecting unauthorized access. OCI Audit service captures these events automatically when configured, ensuring traceability without storing the actual inference payloads.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Enable audit logging for all inference requests
Why this is correct
Audit logs help demonstrate compliance with data privacy regulations.
- ✗
Allocate a dedicated compartment for generative AI resources to apply specific IAM policies
Why it's wrong here
While good practice, it is more about access control than directly meeting data privacy regulations.
- ✓
Use dedicated AI clusters with private endpoints to keep data within the OCI network
Why this is correct
Private endpoints prevent data from traversing the internet.
- ✗
Store all inference inputs and outputs in a public bucket for transparency
Why it's wrong here
Public buckets expose data, violating privacy.
- ✓
Use customer-managed keys (CMK) for encrypting model artifacts and inference data
Why this is correct
CMKs give customers control over encryption keys, meeting many compliance requirements.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
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