2025 GENERATIVE-AI-LEADER RELIABLE EXAM SYLLABUS | HIGH PASS-RATE GOOGLE DISCOUNT GENERATIVE-AI-LEADER CODE: GOOGLE CLOUD CERTIFIED - GENERATIVE AI LEADER EXAM

2025 Generative-AI-Leader Reliable Exam Syllabus | High Pass-Rate Google Discount Generative-AI-Leader Code: Google Cloud Certified - Generative AI Leader Exam

2025 Generative-AI-Leader Reliable Exam Syllabus | High Pass-Rate Google Discount Generative-AI-Leader Code: Google Cloud Certified - Generative AI Leader Exam

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Google Cloud Certified - Generative AI Leader Exam Sample Questions (Q33-Q38):

NEW QUESTION # 33
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. Fine-tune the gen AI model.
  • C. Develop fairness assessments for the gen AI model.
  • D. Implement explainable gen AI policies.

Answer: D

Explanation:
The core problem is the lack of reasons for rejection, leading to customer complaints. This falls under the domain of explainable AI (XAI). Implementing explainable gen AI policies or mechanisms would allow the institution to provide transparency into how the AI made its decision, addressing the customer complaints directly. While other options might improve the model, they don't directly solve the transparency issue.
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NEW QUESTION # 34
A large multinational corporation with geographically dispersed teams struggles with knowledge silos and inconsistent access to crucial internal information. What is a key business benefit of using Google Agentspace in this scenario?

  • A. Improved IT infrastructure management across offices.
  • B. Enhanced data encryption and compliance for internal communications.
  • C. Automation of employee performance reviews using AI.
  • D. Seamless knowledge sharing and collaboration across internal systems.

Answer: D

Explanation:
Google Agentspace (or similar agent-based frameworks) aims to connect and orchestrate various AI capabilities and data sources. In a scenario with knowledge silos, a key benefit would be to enable seamless knowledge sharing and collaboration by allowing agents to access, process, and disseminate information across different internal systems and teams.
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NEW QUESTION # 35
A company is exploring Google Agentspace to improve how its employees search for information on their enterprise systems and automate certain tasks. What is the key business advantage of using Agentspace?

  • A. Greater interoperability with legacy software systems and databases.
  • B. More granular control over support team access and permissions for sensitive data.
  • C. Improved productivity and data interaction using AI assistants and advanced document analysis.
  • D. Enhanced real-time communication and collaboration among team members.

Answer: C

Explanation:
Google Agentspace (or similar agent platforms) is designed to empower employees with AI-powered assistants that can navigate and interact with enterprise systems, analyze documents, and automate tasks. This directly leads to improved employee productivity and more efficient data interaction by leveraging AI to streamline workflows and provide faster access to information.


NEW QUESTION # 36
An organization wants granular control over who can use and see their generative AI models and related resources on Google Cloud. Which Google Cloud security offering is specifically for this purpose?

  • A. Security Command Center
  • B. Secure-by-design infrastructure
  • C. Identity and Access Management
  • D. Workload monitoring tools

Answer: C

Explanation:
Identity and Access Management (IAM) is the fundamental Google Cloud service that allows you to define who has what access to which resources. It provides granular control over permissions for users, groups, and service accounts, including access to generative AI models and related data.
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NEW QUESTION # 37
A security team needs a centralized platform to gain a comprehensive overview of their organization's security health across their entire Google Cloud environment, including potential threats to their generative AI deployments. Which Google Cloud security offering is specifically for this purpose?

  • A. Secure-by-design infrastructure
  • B. Workload monitoring tools
  • C. Security Command Center
  • D. Identity and Access Management

Answer: C

Explanation:
Security Command Center is Google Cloud's comprehensive security management and data risk platform. It provides centralized visibility into security posture, identifies vulnerabilities, detects threats, and helps manage compliance across the entire Google Cloud environment, includingservices and deployments like generative AI.
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NEW QUESTION # 38
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