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Techniques to improve gen AI model output Questions

Practice questions for Techniques to improve gen AI model output topic in Google Cloud Generative AI Leader. 42 questions covering this domain.

42 questions9 easy19 medium14 hard
Q1
medium

A regulated organization wants to compare a newer model version against the current one before rollout and keep an audit trail of performance changes....

Q2
medium

A support chatbot is giving outdated answers because the underlying model was trained months ago. Which practice most directly addresses this problem?

Q3
hard

A business workflow requires the model to first summarize a report, then classify risks, then draft an executive email based on those outputs. Which a...

Q4
medium

A team wants the model to return summaries in a very specific format and provides three examples of ideal outputs in the prompt. Which technique is th...

Q5
medium

After deployment, a recommendation assistant becomes less accurate as customer behavior changes over time. What should the team emphasize?

Q6
hard

During evaluation, a model performs noticeably worse for some demographic groups than others. Which limitation is most directly involved?

Q7
medium

An HR assistant must answer questions using only a company's internal policies, not public web pages. Which grounding approach is most appropriate?

Q8
medium

A compliance team wants more predictable and less varied model outputs for policy summaries. Which parameter adjustment is most direct?

Q9
easy

A team wants the model to answer as if it were a procurement advisor while staying within business context. Which prompting technique is being used?

Q10
easy

When a model states false information confidently and fluently, which limitation is being demonstrated?

Q11
easy

Which prompt engineering technique asks the model to explicitly show its reasoning steps before producing a final answer?

Q12
medium

A content operations team needs the model to always output product descriptions in a specific three-section format. They already have 20 well-formatte...

Q13
hard

A team wants to adapt a Gemini model to generate outputs in a highly specific domain tone with consistency, using 300 labeled internal document pairs....

Q14
easy

A junior prompt engineer asks what system instructions are used for in a prompt. Which answer is correct?

Q15
hard

A team wants to ensure a new version of their production summarization model is objectively better than the existing version before switching traffic....

Q16
medium

A team is building a complex business automation where a model first categorizes a ticket, then looks up a policy, then drafts a resolution email. Whi...

Q17
hard

A data science team evaluates their gen AI application before launch and finds that quality scores vary widely across demographic groups in customer-f...

Q18
medium

A team notices the model produces incorrect and overconfident answers on technical questions outside its training data. Which combination of technique...

Q19
medium

A supervisor wants the model to always reason step-by-step when solving business math problems to reduce errors. Which prompting technique directly su...

Q20
hard

A legal department deploys a contract review assistant. After six months, lawyers notice the model increasingly misclassifies risk clauses that were a...

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