Generative AI Leader v1.0

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What is a primary benefit of using a multi-agent system?

  • A. To manage complex tasks that demand coordinated AI functions.
  • B. To serve as a platform for hosting traditional, non-AI applications.
  • C. To simplify the most basic and repetitive rule-based tasks.
  • D. To consolidate all unique AI functions into a single, undifferentiated model.


Answer : A

An organization wants to use generative AI to create a chatbot that can answer customer questions about their account balances. They need to ensure that the chatbot can access previous portions of the conversation with the customer. Which prompting technique should they use?

  • A. Use prompt chaining.
  • B. Use zero-shot prompting.
  • C. Use role prompting.
  • D. Use few-shot prompting.


Answer : A

An organization wants to use generative AI to create a marketing campaign. They need to ensure that the AI model generates text that is appropriate for the target audience. What should the organization do?

  • A. Use few-shot prompting.
  • B. Use role prompting.
  • C. Adjust the temperature parameter.
  • D. Use prompt chaining.


Answer : A

A company wants to use generative AI to create a chatbot that can answer customer questions about their products and services. They need to ensure that the chatbot only uses information from the company’s official documentation. What should the company do?

  • A. Use role prompting.
  • B. Use prompt chaining.
  • C. Use grounding.
  • D. Adjust temperature parameter.


Answer : C

A social media platform uses a generative AI model to automatically generate summaries of user-submitted posts to provide quick overviews for other users. While the summaries are generally accurate for factual posts, the model occasionally misinterprets sarcasm, satire, or nuanced opinions, leading to summaries that misrepresent the original intent and potentially cause misunderstandings or offense among users. What should the platform do to overcome this limitation of the AI-generated summaries?

  • A. Increase the temperature parameter of the model to encourage more varied and less literal interpretations.
  • B. Implement stricter safety settings to filter out potentially misinterpreted content altogether.
  • C. Incorporate a human-m-the-loop (HITL) review process to refine the summaries.
  • D. Decrease the output length of the summaries to make them more concise.


Answer : C

A software development team wants to use generative AI (gen AI) to code faster so they can launch their software prototype quicker. What should the team do?

  • A. Use gen AI to refactor and optimize existing code.
  • B. Use gen AI to automatically generate comprehensive documentation for their code.
  • C. Use gen AI to identify potential bugs and security vulnerabilities in their code.
  • D. Use gen AI to suggest code snippets and complete functions.


Answer : D

A development team is building an internal knowledge base chatbot to answer employee questions about company policies and procedures. This information is stored across various documents in Google Cloud Storage and is updated regularly by different departments. What is the primary benefit of using Google Cloud’s RAG APIs in this scenario?

  • A. They provide a pre-built user interface for the chatbot, simplifying the front-end development process.
  • B. They automatically create summaries of all company policies, which are then presented to employees as quick answers.
  • C. They enable the generative AI model to retrieve the most up-to-date and relevant information from the policy documents in real-time.
  • D. They allow the development team to train a single foundation model on all company documents.


Answer : C

A company’s large learning model (LLM) is producing hallucinations that are a result of the knowledge cutoff. How does retrieval-augmented generation (RAG) overcome this limitation?

  • A. RAG enhances the creative writing capabilities of the LLM to generate more engaging and informative responses.
  • B. RAG uses human oversight to ensure accuracy before presenting information to the customer.
  • C. RAG enables the LLM to retrieve relevant and up-to-date information from knowledge sources.
  • D. RAG fine-tunes the LLM on specific customer query patterns to improve the speed and efficiency of response generation.


Answer : C

A global news agency is developing a generative AI tool to quickly summarize breaking news articles as they emerge online. The goal is to provide their audience with rapid updates on fast developing stories from various global sources. What Google Cloud solution should they use?

  • A. Grounding with Google Search
  • B. Vertex AI Natural Language API
  • C. BigQuery
  • D. Document AI


Answer : A

A company is developing a conversational AI chatbot. They need to ensure the chatbot can engage in human-like conversations and provide accurate information. What should they do to enhance the chatbot’s ability to understand and respond effectively to user prompts?

  • A. Lower model temperature setting to produce more consistent and predictable responses.
  • B. Use strict keyword matching to ensure that the chatbot only responds to specific commands.
  • C. Limit the chatbot’s training data to prevent it from learning irrelevant information.
  • D. Use prompt engineering techniques like few-shot prompting, to provide the chatbot with examples of successful interactions.


Answer : D

What does Vertex AI Search enable companies to do?

  • A. To ground LLM responses with first-party data, third-party data and Google’s knowledge graph.
  • B. To surface the most popular and frequently accessed content based on global user search patterns and trends.
  • C. To index and retrieve information from the entire public web, providing a comprehensive view of publicly available data.
  • D. To compare products from numerous online retailers, allowing users to find the best deals and product options across the internet.


Answer : A

A development team is configuring a generative AI model for a customer-facing application and wants to ensure the generated content is appropriate and harmless. What is the primary function of the safety settings parameter in a generative AI model?

  • A. To filter out potentially harmful or inappropriate content from the model’s output based on the desired level of filtering.
  • B. To limit the maximum text length that the model generates by ensuring concise responses.
  • C. To determine the number of tokens the model can process at once by influencing the complexity and length of inputs and outputs.
  • D. To control the creativity and randomness of the model’s output by adjusting the diversity of word choices.


Answer : A

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?

  • A. Bottom-up strategy
  • B. Rapid implementation strategy
  • C. Top-down strategy
  • D. Multi-directional strategy


Answer : C

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?

  • A. Reduced dependency on keyword optimization for product listings and improved search engine rankings.
  • B. Streamlined inventory management processes and more accurate demand forecasting for popular items.
  • C. Lowered operational costs associated with managing and updating product information across different platforms and channels.
  • D. Improved customer engagement and product discovery leading to increased satisfaction and potential sales.


Answer : D

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?

  • A. Fine-tune the gen AI model.
  • B. Collect a larger and more diverse dataset for the gen AI model.
  • C. Implement explainable gen AI policies.
  • D. Develop fairness assessments for the gen AI model.


Answer : C

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Exam contains 48 questions
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