Generative AI Leader Certification Exam (GENERATIVE) - Google Cloud Actual Exam Questions
Last updated on April 25, 2026
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?
An AI-powered recommendation system for learning resources
A large language model fine-tuned on educational content
A learning management system (LMS)
A customized learning agent
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A learning and development team wants to quickly create a new hire training video with a custom avatar and voiceover that matches their company's branding and key messaging. They did not receive any money to spend on the production. What should they do?
Generate the video frames with Imagen.
Prompt the Gemini app to create a video.
Train a model with Vertex AI and produce a video.
Create a video with Google Vids.
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A human resources team is implementing a new generative AI application to assist the department in screening a large volume of job applications. They want to ensure fairness and build trust with potential candidates. What should the team prioritize?
Integrating the AI application with various job boards to maximize candidate reach.
Focusing on minimizing the processing time for each application to improve efficiency.
Ensuring AI operates transparently, especially regarding application evaluation and data usage.
Ensuring that the AI application can automatically rank all candidates without requiring human review.
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A financial services company receives a high volume of loan applications daily submitted as scanned documents and PDFs with varying layouts. The manual process of extracting key information is time- consuming and prone to errors. This causes delays in loan processing and impacts customer satisfaction. The company wants to automate the extraction of this critical data to improve efficiency and accuracy. Which Google Cloud tool should they use?
Natural Language API
Dataflow
Vision AI
Document AI API
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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?
Use role prompting.
Adjust the temperature parameter.
Use prompt chaining.
Use grounding.
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