Generative AI Leader 시험 - Google실제시험문제와 답 - 45문항

Question No : 1

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

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 literal interpretations.
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.

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Question No : 2

A company’s 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 AI experts.
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.

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Question No : 3

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

A.Use prompt engineering techniques, like few-shot prompting, to provide the chatbot with examples 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.

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Question No : 4

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

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

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Question No : 5

A large e-commerce company with a vast and frequently updated product catalog finds that customers struggle to find products on their website, and support agents spend too much time finding detailed product information. The company wants to improve search accuracy and efficiency for 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

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Question No : 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 Cloud service should they use?

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

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Question No : 7

A company is defining their generative AI strategy. They want to follow Google-recommended practices 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

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Question No : 8

A company wants to create an AI-powered educational solution that provides personalized learning experiences for students. This platform will assess a student's knowledge, recommend relevant learning materials, and generate personalized exercises. The application would provide the structure for 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

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Question No : 9

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

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Question No : 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.

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Question No : 11

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

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

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Question No : 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.

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Question No : 13

A software development team wants to use generative AI (gen AI) to code faster so they can launch their 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.

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Question No : 14

A financial institution uses generative AI (gen AI) to approve and reject loan applications, but gives no 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.

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Question No : 15

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

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

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Google Generative AI Leader 시험