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Reference: https://cloud.google.com/developers/generative-ai-leader
Google Cloud Certified - Generative AI Leader Sample Questions:
A project team is developing a generative AI application that needs to process and summarize lengthy documents. They are considering the limitations of the underlying language model. What is a key consideration regarding the token count for this application?
- A. Token count primarily affects the safety settings of the AI model by filtering out more potentially harmful content at higher counts.
- B. A lower token count will generally lead to more creative and varied outputs from the model.
- C. The model has a token limit; exceeding it may prevent processing of entire documents included in the prompt.
- D. Increasing the token count will reduce the processing power required by the AI model.
Correct Answer: C 🗳️
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According to Google-recommended practices, when should generative AI be used to augment your strategic thought processes?
- A. When tasks are repetitive and rule-based, such as generating text responses to customer service inquiries.
- B. When tasks involve critical thinking, creativity, and strategic decision-making, such as data analysis or content creation.
- C. When tasks involve sensitive information or require human oversight, such as medical diagnosis or legal advice
- D. When tasks require a high level of accuracy and precision, such as financial reporting or accounting.
Correct Answer: B 🗳️
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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?
- A. Few-shot
- B. Zero-shot
- C. Chain-of-thought
- D. Role-based
Correct Answer: C 🗳️
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A logistics company wants to use a generative AI (gen AI) agent to automatically check real-time inventory levels across its warehouses and adjust delivery schedules. The gen AI agent needs access to internal inventory dat a. They want the most cost-effective solution. What should the organization do?
- A. Use Vertex AI Studio to fine-tune a model with sample inventory data.
- B. Build a custom API instead of using the gen AI agent.
- C. Use Google Cloud databases and Vertex AI for the agent to get live data.
- D. Use pre-built gen AI chatbots for inventory questions.
Correct Answer: C 🗳️
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A software developer needs a highly efficient, open-source large language model that can be fine-tuned on a local machine for rapid prototyping of a chatbot application. They require a model that offers strong performance in natural language understanding and generation, while being lightweight enough to run on limited hardware. Which Google-developed family of models should they use?
- A. Gemma
- B. Imagen
- C. Gemini
- D. Veo
Correct Answer: A 🗳️
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