1Z0-1127-25 Fundamentals of Large Language Models Practice Question
Which TWO of the following are benefits of using OCI Generative AI service compared to self-hosting an LLM?
⚠ Common exam trap
Many exam-takers assume a managed service like OCI Generative AI always provides lower latency or eliminates all data transfer costs, but in reality, self-hosting can be optimized for latency and egress costs depend on network architecture, not just the service model.
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
✓
Built-in content safety filters
OCI Generative AI service includes built-in content safety filters that automatically detect and block harmful or inappropriate content (e.g., hate speech, violence, sexual content) without requiring manual configuration. This is a key advantage over self-hosting, where you must implement and maintain your own content moderation pipeline.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Lower latency always
Why it's wrong here
Latency depends on deployment; self-hosted can be optimized.
- ✗
No data egress costs
Why it's wrong here
Data egress costs still apply when moving data out of OCI.
- ✓
Built-in content safety filters
Why this is correct
OCI Generative AI includes safety filters.
- ✓
Automatic scaling
Why this is correct
OCI manages scaling of inference endpoints.
- ✗
Full control over model weights
Why it's wrong here
Self-hosting provides full control; managed service limits access.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
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