Google Generative-AI-Leader Exam Dumps

Google Cloud Certified - Generative AI Leader Exam

776 Reviews

Exam Code	Generative-AI-Leader
Exam Name	Google Cloud Certified - Generative AI Leader Exam
Questions	74 Questions Answers With Explanation
Update Date	04, 14, 2026
Price	Was : $81 Today : $45 Was : $99 Today : $55 Was : $117 Today : $65

Add To Cart

Demo Questions

Question # 1

A social media platform uses a generative AI model to automatically generate summaries of usersubmittedposts to provide quick overviews for other users. While the summaries are generallyaccurate for factual posts, the model occasionally misinterprets sarcasm, satire, or nuanced opinions,leading to summaries that misrepresent the original intent and potentially cause misunderstandingsor offense among users. What should the platform do to overcome this limitation of the AIgeneratedsummaries?

A. Implement stricter safety settings to filter out potentially misinterpreted content altogether.
B. Increase the temperature parameter of the model to encourage more varied and less literalinterpretations.
C. Decrease the output length of the summaries to make them more concise.
D. Incorporate a human-in-the-loop (HITL) review process to refine the summaries.

Show Answer

Question # 2

A companys development team is eager to start building generative AI solutions with Google Cloud,but has limited experience in AI development. They need to launch their gen AI solution quickly.What Google Cloud benefit would help the company achieve their goal?

A. Google Cloud's pre-trained models and low- and no-code AI tools and services.
B. Google Cloud's collaborative AI community and support forums connect developers with AIexperts.
C. Google Cloud's comprehensive training materials and tutorials to help developers.
D. Google Cloud's focus on continuous improvement provides access to the latest AI tools, features,and best practices.

Show Answer

Question # 3

A company is developing a conversational AI chatbot. They need to ensure the chatbot can engage inhuman-like conversations and provide accurate information. What should they do to enhancethechatbot's ability to understand and respond effectively to user prompts?

A. Use prompt engineering techniques, like few-shot prompting, to provide the chatbot withexamples of successful interactions.
B. Limit the chatbot's training data to prevent it from learning irrelevant information.
C. Use strict keyword matching to ensure that the chatbot only responds to specific commands.
D. Lower model temperature setting to produce more consistent and predictable responses.

Show Answer

Question # 4

The office of the CISO wants to use generative AI (gen AI) to help automate tasks like summarizingcase information, researching threats, and taking actions like creating detection rules. What agentshould they use?

A. Security agent
B. Data agent
C. Code agent
D. Customer service agent

Show Answer

Question # 5

A large e-commerce company with a vast and frequently updated product catalog finds thatcustomers struggle to find products on their website, and support agents spend too much timefinding detailed product information. The company wants to improve search accuracy and efficiencyfor both customers and support. What Google Cloud solution should they use?

A. Vertex AI Conversation
B. Vertex AI Natural Language API
C. Pre-built RAG with Vertex AI Search
D. Vertex AI Model Garden

Show Answer

Question # 6

A data science team needs a centralized and organized location to store its various model versions,track their metadata, and easily deploy them to the respective applications. What Google Cloudservice should they use?

A. Cloud Storage
B. Model Registry
C. BigQuery
D. Vertex AI Pipelines

Show Answer

Question # 7

A company is defining their generative AI strategy. They want to follow Google-recommendedpractices to increase their chances of success. Which strategy should they use?

A. Rapid implementation strategy
B. Bottom-up strategy
C. Multi-directional strategy
D. Top-down strategy

Show Answer

Question # 8

A company wants to create an AI-powered educational solution that provides personalized learningexperiences for students. This platform will assess a student's knowledge, recommend relevantlearning materials, and generate personalized exercises. The application would provide the structurefor lessons and track progress. What type of AI solution should they use?

A. An AI-powered recommendation system for learning resources
B. A large language model fine-tuned on educational content
C. A learning management system (LMS)
D. A customized learning agent

Show Answer

Question # 9

A global news agency is developing a generative AI tool to quickly summarize breaking newsarticlesas they emerge online. The goal is to provide their audience with rapid updates on fast-developingstories from various global sources. What Google Cloud solution should they use?

A. Document AI
B. BigQuery
C. Vertex AI Natural Language API
D. Grounding with Google Search

Show Answer

Question # 10

What is a characteristic of Google Cloud as a generative AI company?

A. Google Cloud provides fully autonomous AI agents that require zero configuration or management overhead.
B. Google Cloud has an AI-first focus that enables innovation, with continuous updates and broad integration across its platform.
C. Google Cloud ensures that all generative AI models and data are completely secured and isolated from external networks.
D. Google Cloud relies on proprietary, closed-source AI technologies for maximum security benefits.

Show Answer

Question # 11

A company wants a generative AI platform that provides the infrastructure, tools, and pre-trainedmodels needed to build, deploy, and manage its generative AI solutions. Which Google Cloudoffering should the company use?

A. BigQuery
B. Vertex AI
C. Google Kubernetes Engine (GKE)
D. Google Cloud Storage

Show Answer

Question # 12

What is the definition of generative AI?

A. A type of artificial intelligence that enables a system to autonomously learn and improve using neural networks and deep learning.4
B. A type of artificial intelligence that can create new content and ideas, including text, images, music, and code.
C. A type of machine learning algorithm inspired by the human brain that is made up of interconnected nodes.
D. A type of predictive model that estimates a relationship by fitting a line to the observed data.

Show Answer

Question # 13

A software development team wants to use generative AI (gen AI) to code faster so they can launchtheir software prototype quicker. What should the team do?

A. Use gen AI to refactor and optimize existing code.
B. Use gen AI to suggest code snippets and complete functions. 
C. Use gen AI to automatically generate comprehensive documentation for their code.
D. Use gen AI to identify potential bugs and security vulnerabilities in their code. 

Show Answer

Question # 14

A financial institution uses generative AI (gen AI) to approve and reject loan applications, but givesno reasons for rejection. Customers are starting to file complaints. The company needs to implement a solution to reduce the complaints.What should the company do?

A. Collect a larger and more diverse dataset for the gen AI model.
B. Implement explainable gen AI policies. 
C. Fine-tune the gen AI model. 
D. Develop fairness assessments for the gen AI model. 

Show Answer

Question # 15

A marketing team wants to use a foundation model to create social media and advertisingcampaigns. They want to create written articles and images from text. They lack deep AIexpertiseand need a versatile solution. Which Google foundation model should they use?

A. Gemma
B. Imagen
C. Gemini
D. Veo

Show Answer