Google Generative AI Leader Exam Questions

Question 6 of 48

A highly regulated financial institution wants to use Gemini as the core decision engine for a loan approval system that will deterministically approve or reject loan applications based on a strict set of predefined criteria. Why is this an inappropriate use case for Gemini?

Gemini deployment for this scenario would be too expensive and complex.

Gemini’s designed for flexible content generation and inference, not rigid rule-based decisions.

Gemini is not equipped to handle structured numerical data for financial assessments.

Gemini cannot integrate with required financial databases.

Correct Answer: B

Question 7 of 48

What is an example of unsupervised machine learning?

Predicting subscription renewal based on past renewal status data.

Training a system to recognize product images using labeled categories.

Analyzing customer purchase patterns to identify natural groupings.

Forecasting sales figures using historical sales and marketing spend.

Correct Answer: C

Question 8 of 48

A company has a machine learning project that involves diverse data types like streaming data and structured databases. How does Google Cloud support data gathering for this project?

Google Cloud’s strengths are in the data analysis tools such as BigQuery.

The Gemini app is the primary Google Cloud tool for directly collecting data.

Google Cloud relies on Vertex AI to connect to external data.

Google Cloud provides tools such as Pub/Sub, Cloud Storage, and Cloud SQL.

Correct Answer: D

Question 9 of 48

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?

Data agent

Security agent

Customer service agent

Code agent

Correct Answer: B

Question 10 of 48

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?

Document AI API

Natural Language API

Vision AI

Dataflow

Correct Answer: A