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Google Cloud Certified - Generative AI Leader Exam Sample Questions (Q11-Q16):

NEW QUESTION # 11
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. Lowered operational costs associated with managing and updating product information across different platforms and channels.
B. Reduced dependency on keyword optimization for product listings and improved search engine rankings.
C. Improved customer engagement and product discovery leading to increased satisfaction and potential sales.
D. Streamlined inventory management processes and more accurate demand forecasting for popular items.

Answer: C

Explanation:
Multimodal search directly enhances the customer experience by allowing them to find products using various intuitive methods (images, voice, text). This leads to easier product discovery, higher engagement, and ultimately increased customer satisfaction and potential sales, which is a primary business benefit.
________________________________________

NEW QUESTION # 12
A large e-commerce company with a substantial product catalog and many support documents has customers struggling to find information on their website. This leads to high support costs and poor user experience. The company wants a Google Cloud solution to improve website search and reduce support costs while improving customer satisfaction. What Google Cloud product should the company use?

A. Vertex AI Search
B. Google Shopping
C. Vertex AI Platform
D. Google Search

Answer: A

Explanation:
Vertex AI Search is ideal for this scenario. It allows companies to build sophisticated search experiences over their own product catalogs and support documents. This improves accuracy and helps customers find what they need, directly addressing high support costs and poor user experience. Vertex AI Platform is broader for general ML development, Google Shopping is for consumers, and Google Search is for the public web.
________________________________________

NEW QUESTION # 13
An organization needs an AI tool to analyze and summarize lengthy customer feedback text transcripts. You need to choose a Google foundation model with a large context window. What foundation model should the organization choose?

A. Gemini
B. Imagen
C. Chirp
D. CodeGemma

Answer: A

Explanation:
Gemini models are known for their large context windows, making them highly suitable for processing and summarizing lengthy texts like customer feedback transcripts. CodeGemma is specialized for code, Imagen for image generation, and Chirp for speech.
________________________________________

NEW QUESTION # 14
A global news agency is developing a generative AI tool to quickly summarize breaking newsarticles 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. Document AI
B. Vertex AI Natural Language API
C. Grounding with Google Search
D. BigQuery

Answer: C

Explanation:
For summarizing breaking news articles as they emerge online from various global sources, the generative AI model needs access to current, broad, and rapidly updating information. Grounding with Google Search allows the LLM to pull in the latest information from the web, ensuring the summaries are current and comprehensive. While Vertex AI Natural Language API can summarize text, it wouldn't inherently have access to the latest breaking news unless explicitly fed.
________________________________________

NEW QUESTION # 15
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. Adjust the temperature parameter.
B. Use grounding.
C. Use role prompting.
D. Use prompt chaining.

Answer: B

Explanation:
Grounding is the technique of "grounding" the LLM's responses in specific, authoritative data sources (like the company's official documentation). This prevents the model from "hallucinating" or providing information outside of the approved knowledge base, ensuring accuracy and relevance to the company's specific products and services.
________________________________________

NEW QUESTION # 16
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Latest Generative-AI-Leader Exam Format & Generative-AI-Leader Book Pdf

100% Free Generative-AI-Leader – 100% Free Latest Exam Format | Authoritative Google Cloud Certified - Generative AI Leader Exam Book Pdf

Google Cloud Certified - Generative AI Leader Exam Sample Questions (Q11-Q16):

100% Pass 2025 Authoritative Google Latest Generative-AI-Leader Exam Format

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