VALID GOOGLE GENERATIVE-AI-LEADER EXAM FEE & NEW GENERATIVE-AI-LEADER STUDY GUIDE

Valid Google Generative-AI-Leader Exam Fee & New Generative-AI-Leader Study Guide

Valid Google Generative-AI-Leader Exam Fee & New Generative-AI-Leader Study Guide

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Tags: Valid Generative-AI-Leader Exam Fee, New Generative-AI-Leader Study Guide, Generative-AI-Leader Test Cram, Generative-AI-Leader Online Version, Generative-AI-Leader Book Pdf

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Google Cloud Certified - Generative AI Leader Exam Sample Questions (Q19-Q24):

NEW QUESTION # 19
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. 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.

Answer: A

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.
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NEW QUESTION # 20
What does Vertex AI Search enable companies to do?

  • A. To surface the most popular and frequently accessed content based on global user search patterns and trends.
  • B. To ground LLM responses with first-party data, third-party data, and Google's knowledge graph.
  • 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: B

Explanation:
Vertex AI Search is designed to enable powerful search experiences over an organization's own data (first- party), external data (third-party), and can leverage Google's knowledge graph to provide more relevant and accurate responses, especially when grounding Large Language Models (LLMs). It does not index the entire public web like Google Search.
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NEW QUESTION # 21
A company wants to choose a generative AI (gen AI) use case that will be successful and have the most impact. What key factor should they determine first according to Google Cloud-recommended practices?

  • A. The availability of pre-trained models that are offered on various cloud computing platforms.
  • B. The number of employees who will be trained to use the new gen AI tools.
  • C. The frequency of updates to the underlying foundation models used by different gen AI platforms.
  • D. The specific business problems the company aims to solve and the desired outcomes.

Answer: D

Explanation:
A fundamental principle for successful AI adoption, including generative AI, is to start with clear business problems and desired outcomes. Without a well-defined problem, the AI solution might not deliver meaningful value, regardless of the technology used. This "problem-first" approach is crucial for impactful AI strategy.
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NEW QUESTION # 22
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 allow the development team to train a single foundation model on all company documents.
  • C. They automatically create summaries of all company policies, which are then presented to employees as quick answers.
  • D. They enable the generative AI model to retrieve the most up-to-date and relevant information from the policy documents in real-time.

Answer: D

Explanation:
The primary benefit of RAG (Retrieval-Augmented Generation) in this context is its ability to ensure the chatbot provides accurate and up-to-date information. By retrieving relevant and recent policy documents from Cloud Storage in real-time and then grounding the LLM's response with this information, the chatbot avoids hallucinating or providing outdated answers, which is crucial for an internal knowledge base.
________________________________________


NEW QUESTION # 23
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 determine the number of tokens the model can process at once by influencing the complexity and length of inputs and outputs.
  • B. To limit the maximum text length that the model generates by ensuring concise responses.
  • C. To control the creativity and randomness of the model's output by adjusting the diversity of word choices.
  • D. To filter out potentially harmful or inappropriate content from the model's output based on the desired level of filtering.

Answer: D

Explanation:
Safety settings in generative AI models are specifically designed to prevent the generation of content that could be harmful, offensive, or inappropriate. This includes filtering for categories like hate speech, sexually explicit content, self-harm, and violence, based on predefined thresholds. Options A, B, and D refer to other parameters like max_output_tokens or temperature, which control output length, input/output processing, and creativity, respectively, not safety.
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NEW QUESTION # 24
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