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Reference: https://cloud.google.com/developers/generative-ai-leader
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Google Cloud Certified - Generative AI Leader Sample Questions:
A user asks a generative AI model about the scientific accuracy of a popular science fiction movie. The model confidently states that humans can indeed travel faster than light, referencing specific but entirely fictional theories and providing made-up explanations of how this is achieved according to the movie's "established science." The model presents this information as factual, without indicating that it originates from a fictional work. What type of model limitation is this?
- A. Knowledge cutoff
- B. Hallucination
- C. Bias
- D. Data dependency
Correct Answer: B 🗳️
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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 dat a. What is a key benefit of implementing retrieval-augmented generation (RAG) in this chatbot?
- A. RAG will enable the chatbot to fine-tune its underlying language model on the fly based on customer interactions.
- B. RAG will enable the chatbot to access and utilize external, up-to-date knowledge sources to provide more accurate and relevant answers.
- C. RAG will significantly reduce the computational resources required to run the generative AI model.
- D. RAG will primarily help the chatbot generate more creative and engaging conversational responses.
Correct Answer: B 🗳️
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An organization wants to quickly experiment with different Gemini models and parameters for content creation without a complex setup. What service should the organization use for this initial exploration?
- A. Gemini for Google Workspace
- B. Vertex AI Prediction
- C. Google AI Studio
- D. Vertex AI Studio
Correct Answer: D 🗳️
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What are core hardware components of the infrastructure layer in the generative AI landscape?
- A. User interfaces
- B. TPUs and GPUs
- C. Pre-trained models
- D. Tools and services for building AI models
Correct Answer: B 🗳️
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What is a definition of an AI agent?
- A. A type of user interface that allows users to interact with a gen AI application.
- B. A static component of a gen AI application that provides information to the user.
- C. An application that learns how to achieve a goal based on inputs and tools available to it.
- D. A human expert who oversees and manages the operation of a gen AI application.
Correct Answer: C 🗳️
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