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Generative AI Leader Certification Exam (Generative AI Leader Certification) - Google Cloud Exam Questions

Last updated on June 20, 2026

97% Exam Compliance
74 Total Questions
1
Question
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?
Options
A Improved customer engagement and product discovery leading to increased satisfaction and potential sales.
B Lowered operational costs associated with managing and updating product information across different platforms and channels.
C Reduced dependency on keyword optimization for product listings and improved search engine rankings.
D Streamlined inventory management processes and more accurate demand forecasting for popular items.
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2
Question
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
Options
A RAG will enable the chatbot to fine-tune its underlying language model on the fly based on customer interactions.
B RAG will significantly reduce the computational resources required to run the generative AI model.
C RAG will primarily help the chatbot generate more creative and engaging conversational responses.
D RAG will enable the chatbot to access and utilize external, up-to-date knowledge sources to provide more accurate and relevant answers.
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3
Question
A learning and development team wants to quickly create a new hire training video with a custom avatar and voiceover that matches their company's branding and key messaging. They did not receive any money to spend on the production. What should they do?
Options
A Create a video with Google Vids.
B Generate the video frames with Imagen.
C Prompt the Gemini app to create a video.
D Train a model with Vertex AI and produce a video.
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4
Question
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?
Options
A Use prompt chaining.
B Use few-shot prompting.
C Use role prompting.
D Use zero-shot prompting.
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5
Question
What does a diffusion model do?
Options
A Facilitates the storage and management of structured data.
B Analyzes data and predicts future trends and patterns.
C Optimizes business processes and resource allocation.
D Generates high-quality content by refining noise into structured data.
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