AI-102 Implement generative AI solutions Practice Question
You are using Azure OpenAI Service to generate marketing copy. The marketing team reports that the generated content sometimes contains factual inaccuracies. You need to improve the factual accuracy of the generated content. What should you do?
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
✓
Include relevant context and facts in the prompt
Providing relevant context in the prompt gives the model factual information to base its response on. Option A is wrong because increasing max_tokens only allows longer responses, not more accurate ones. Option C is wrong because decreasing temperature reduces randomness, but does not directly improve factual accuracy; it may reduce creativity. Option D is wrong because disabling content filtering does not address factual inaccuracies.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Increase the max_tokens parameter
Why it's wrong here
Increasing max_tokens does not improve accuracy.
- ✓
Include relevant context and facts in the prompt
Why this is correct
Providing context helps the model generate more accurate responses.
- ✗
Decrease the temperature parameter
Why it's wrong here
Reducing temperature decreases creativity but does not improve factual accuracy.
- ✗
Disable content filtering
Why it's wrong here
Content filtering does not affect factual accuracy.
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Written by Johnson Ajibi, MSc IT Security
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