AI0-001 Implementing AI Solutions Practice Question
A company is deploying a generative AI application that produces structured JSON output for downstream processing. They want to ensure the output is consistently valid JSON and matches a specific schema. Which THREE techniques should they use? (Select THREE)
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
✓
Provide few-shot examples of the desired output
Structured output (JSON mode) forces valid JSON, system prompts instruct the model, and few-shot examples demonstrate the required schema.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Fine-tune the model on a dataset of JSON outputs
Why it's wrong here
Fine-tuning is overkill and not necessary when prompt engineering and JSON mode suffice.
- ✗
Increase the temperature parameter to 1.5
Why it's wrong here
High temperature increases randomness, which can cause invalid JSON.
- ✓
Provide few-shot examples of the desired output
Why this is correct
Correct: few-shot examples help the model understand the exact schema.
- ✓
Include a system prompt specifying the expected JSON schema
Why this is correct
Correct: system prompts guide the model's behavior and structure.
- ✓
Use JSON mode (structured output) in the API call
Why this is correct
Correct: JSON mode constrains the model to output valid JSON.
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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.