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GAIL — questions

Page 4 of 4 · 74 total questions.

GAIL Question 61

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Topic 3 · Question 61

A customer service team wants to use generative AI to improve the quality and consistency of their email responses to customer inquiries. They need a solution that can guide the AI to adopt a helpful, empathetic tone while adhering to company policies. Which prompting technique should they use?

  • ARole prompting that instructs the AI to act as an experienced customer service representative with corporate knowledge. (correct answer)
  • BFew-shot prompting that provides examples of good and bad customer service emails.
  • CPrompt chaining that engages the AI in a conversation to gather the necessary information before generating the email response.
  • DOne-shot prompting that provides a single example of a good customer service email.
Reveal answer & explanation
Correct answer: A

The correct answer is A. Option A: Role prompting that instructs the AI to act as an experienced customer service representative with corporate knowledge.

Explanation

Role prompting gives the model a defined persona, expertise, and response perspective. The other options (B, C, D) are less suitable because they add operational overhead, cost, or complexity, or they do not fully satisfy the stated requirement.

GAIL Question 62

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Topic 3 · Question 62

A company is developing a generative AI-powered customer support chatbot. They want to ensure the chatbot can answer a wide range of customer questions accurately, even those related to recently updated product information not present in the model’s original training data. What is a key benefit of implementing retrieval-augmented generation (RAG) in this chatbot?

  • ARAG will significantly reduce the computational resources required to run the generative AI model.
  • BRAG will enable the chatbot to fine-tune its underlying language model on the fly based on customer interactions.
  • CRAG will enable the chatbot to access and utilize external, up-to-date knowledge sources to provide more accurate and relevant answers. (correct answer)
  • DRAG will primarily help the chatbot generate more creative and engaging conversational responses.
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: RAG will enable the chatbot to access and utilize external, up-to-date knowledge sources to provide more accurate and relevant answers.

Explanation

Retrieval-augmented generation retrieves relevant external information to ground model responses and reduce unsupported claims. The other options (A, B, D) are less suitable because they add operational overhead, cost, or complexity, or they do not fully satisfy the stated requirement.

GAIL Question 63

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Topic 3 · Question 63

A team is using a generative AI model to automatically generate short summaries of customer feedback. They need to ensure that these summaries are concise and easy to digest. What model setting should they adjust?

  • ATemperature
  • BOutput length (correct answer)
  • CTop-p (nucleus sampling)
  • DSafety settings
Reveal answer & explanation
Correct answer: B

The correct answer is B. Option B: Output length The other options (A, C, D) are less suitable because they add operational overhead, cost, or complexity, or they do not fully satisfy the stated requirement.

GAIL Question 64

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Topic 3 · Question 64

A company is using a language model to solve complex customer service inquiries. For a particular issue, the prompt includes the following instructions: “To address this customer’s problem, we should first identify the core issue they are experiencing. Then we need to check if there are any known solutions or workarounds in our knowledge base. If a solution exists, we should clearly explain it to the customer. If not, we might need to escalate the issue to a specialist. Following these steps will help us provide a comprehensive and helpful response. Now, given the customer’s message: ‘My order hasn’t arrived, and the tracking number shows no updates for a week,’ what should be the next step in resolving this?” What type of prompting is this?

  • AFew-shot
  • BChain-of-thought (correct answer)
  • CRole-based
  • DZero-shot
Reveal answer & explanation
Correct answer: B

The correct answer is B. Option B: Chain-of-thought The other options (A, C, D) are less suitable because they add operational overhead, cost, or complexity, or they do not fully satisfy the stated requirement.

GAIL Question 65

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Topic 3 · Question 65

A marketing team wants to use a generative AI model to create product descriptions for their new line of eco-friendly water bottles. They provide a brief prompt stating, “Write a product description for our new water bottle.” The model generates a generic, lackluster description that is factually accurate but lacks engaging language and doesn’t highlight the environmental benefits that are key to their brand. What should the marketing team do to overcome this limitation of the generated product description?

  • ALower the temperature setting of the model to produce more consistent results.
  • BIncrease the token count for the model to allow for longer descriptions.
  • CAdd details to the prompt about the audience, tone, and keywords. (correct answer)
  • DTrain the model on a dataset of marketing materials from other eco-friendly brands.
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: Add details to the prompt about the audience, tone, and keywords. The other options (A, B, D) are less suitable because they add operational overhead, cost, or complexity, or they do not fully satisfy the stated requirement.

GAIL Question 66

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Topic 3 · Question 66

A global news company is using a large language model to automatically generate summaries of news articles for their website. The model’s summary of an international summit was accurate until it hallucinated by stating a detail that did not occur. How should the company overcome this hallucination?

  • AFine-tune the model on a larger dataset of news articles.
  • BUse grounding to base the model output on the source articles. (correct answer)
  • CImplement stricter safety settings to filter out potentially controversial topics.
  • DIncrease the temperature setting of the model to encourage more diverse outputs.
Reveal answer & explanation
Correct answer: B

The correct answer is B. Option B: Use grounding to base the model output on the source articles.

Explanation

Grounding connects model output to verifiable, current data so responses are more accurate and attributable. The other options (A, C, D) are less suitable because they add operational overhead, cost, or complexity, or they do not fully satisfy the stated requirement.

GAIL Question 67

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Topic 4 · Question 67

A company is defining their generative AI strategy. They want to follow Google-recommended practices to increase their chances of success. Which strategy should they use?

  • ABottom-up strategy
  • BRapid implementation strategy
  • CTop-down strategy
  • DMulti-directional strategy (correct answer)
Reveal answer & explanation
Correct answer: D

The correct answer is D. Option D: Multi-directional strategy The other options (A, B, C) are less suitable because they add operational overhead, cost, or complexity, or they do not fully satisfy the stated requirement.

GAIL Question 68

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Topic 4 · Question 68

A retail company with a large online catalog wants to improve customer experience and drive sales by implementing multimodal search capabilities (image voice, and text). What is a primary business benefit of this capability?

  • AReduced dependency on keyword optimization for product listings and improved search engine rankings.
  • BStreamlined inventory management processes and more accurate demand forecasting for popular items.
  • CLowered operational costs associated with managing and updating product information across different platforms and channels.
  • DImproved customer engagement and product discovery leading to increased satisfaction and potential sales. (correct answer)
Reveal answer & explanation
Correct answer: D

The correct answer is D. Option D: Improved customer engagement and product discovery leading to increased satisfaction and potential sales. The other options (A, B, C) are less suitable because they add operational overhead, cost, or complexity, or they do not fully satisfy the stated requirement.

GAIL Question 69

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Topic 4 · Question 69

A financial institution uses generative AI (gen AI) to approve and reject loan applications, but gives no reasons for rejection. Customers are starting to file complaints. The company needs to implement a solution to reduce the complaints. What should the company do?

  • AFine-tune the gen AI model.
  • BCollect a larger and more diverse dataset for the gen AI model.
  • CImplement explainable gen AI policies. (correct answer)
  • DDevelop fairness assessments for the gen AI model.
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: Implement explainable gen AI policies. The other options (A, B, D) are less suitable because they add operational overhead, cost, or complexity, or they do not fully satisfy the stated requirement.

GAIL Question 70

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Topic 4 · Question 70

A human resources team is implementing a new generative AI application to assist the department in screening a large volume of job applications. They want to ensure fairness and build trust with potential candidates. What should the team prioritize?

  • AIntegrating the AI application with various job boards to maximize candidate reach.
  • BFocusing on minimizing the processing time for each application to improve efficiency.
  • CEnsuring AI operates transparently, especially regarding application evaluation and data usage. (correct answer)
  • DEnsuring that the AI application can automatically rank all candidates without requiring human review.
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: Ensuring AI operates transparently, especially regarding application evaluation and data usage. The other options (A, B, D) are less suitable because they add operational overhead, cost, or complexity, or they do not fully satisfy the stated requirement.

GAIL Question 71

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Topic 4 · Question 71

According to Google-recommended practices, when should generative AI be used to automate tasks?

  • AWhen tasks are highly creative and require original thought.
  • BWhen tasks are complex and require strategic decision-making.
  • CWhen tasks are repetitive and rule-based. (correct answer)
  • DWhen tasks involve sensitive information or require human oversight.
Reveal answer & explanation
Correct answer: C

The correct answer is C. Option C: When tasks are repetitive and rule-based. The other options (A, B, D) are less suitable because they add operational overhead, cost, or complexity, or they do not fully satisfy the stated requirement.

GAIL Question 72

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Topic 4 · Question 72

A company wants to choose a generative AI (gen AI) use case that will be successful and have the most impact. What Key factor should they determine first according to Google Cloud- recommended practices?

  • AThe number of employees who will be trained to use the new gen AI tools.
  • BThe availability of pre-trained models that are offered on various cloud computing platforms.
  • CThe frequency of updates to the underlying foundation models used by different gen AI platforms.
  • DThe specific business problems the company aims to solve and the desired outcomes. (correct answer)
Reveal answer & explanation
Correct answer: D

The correct answer is D. Option D: The specific business problems the company aims to solve and the desired outcomes. The other options (A, B, C) are less suitable because they add operational overhead, cost, or complexity, or they do not fully satisfy the stated requirement.

GAIL Question 73

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Topic 4 · Question 73

A sales manager wants to responsibly use generative AI (gen AI) to increase efficiency with their existing tasks. They want to allow the sales team to focus on building customer relationships and closing deals. How should the sales team use gen AI?

  • ATo automate creative content like blog posts and social media updates to attract new leads.
  • BTo draft emails and provide real-time insights about customer needs. (correct answer)
  • CTo analyze customer interactions on social media and automatically generate sales pitches tailored to their public profiles.
  • DTo replace the sales team’s CRM system with a more intuitive and user-friendly interface.
Reveal answer & explanation
Correct answer: B

The correct answer is B. Option B: To draft emails and provide real-time insights about customer needs. The other options (A, C, D) are less suitable because they add operational overhead, cost, or complexity, or they do not fully satisfy the stated requirement.

GAIL Question 74

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Topic 4 · Question 74

A home loan company is deploying a generative AI system to automate initial loan application reviews. Several applicants have been unexpectedly rejected, leading to customer complaints and potential bias concerns. They need to ensure responsible and fair lending practices. What aspect of the AI system should they prioritize?

  • AImplementing stricter data security measures to protect applicants’ financial information from unauthorized access.
  • BRegularly updating the AI model with more financial data to improve its accuracy over time.
  • CIncreasing the speed at which the AI system processes loan applications to handle the high volume.
  • DEnsuring AI decision-making is explainable to understand decision reasons and establish accountability. (correct answer)
Reveal answer & explanation
Correct answer: D

The correct answer is D. Option D: Ensuring AI decision-making is explainable to understand decision reasons and establish accountability. The other options (A, B, C) are less suitable because they add operational overhead, cost, or complexity, or they do not fully satisfy the stated requirement.

Showing questions 61–74 of 74 · Page 4 of 4