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Exam Certified Generative AI Engineer Associate All Questions

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Exam Certified Generative AI Engineer Associate topic 1 question 15 discussion

Actual exam question from Databricks's Certified Generative AI Engineer Associate
Question #: 15
Topic #: 1
[All Certified Generative AI Engineer Associate Questions]

A Generative Al Engineer has developed an LLM application to answer questions about internal company policies. The Generative AI Engineer must ensure that the application doesn’t hallucinate or leak confidential data.
Which approach should NOT be used to mitigate hallucination or confidential data leakage?

  • A. Add guardrails to filter outputs from the LLM before it is shown to the user
  • B. Fine-tune the model on your data, hoping it will learn what is appropriate and not
  • C. Limit the data available based on the user’s access level
  • D. Use a strong system prompt to ensure the model aligns with your needs.
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Suggested Answer: B 🗳️
by fa2bede at Nov. 26, 2024, 7:14 p.m.

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dementor
1 month ago
Selected Answer: B
B is the correct answer.
upvoted 1 times
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Crunch
1 month, 1 week ago
Selected Answer: B
B. Hoping for the best is not the way, the fine tuned data can still contain sensitive information
upvoted 2 times
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fa2bede
2 months, 1 week ago
Selected Answer: C
The correct answer should be C. Limiting the data available may not help solve the hallucination problem. Fine-tuning helps reduce hallucination
upvoted 1 times
fa2bede
2 months, 1 week ago
I change my mind, B is correct. Fine tuning in this use case can be very likely increase hallucination
upvoted 1 times
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