Question 1

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?

AIdentity and Access Management

BSecure-by-design infrastructure

CSecurity Command Center

DWorkload monitoring tools

Answer : A

Question 2

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?

AWorkload monitoring tools

BSecurity Command Center

CIdentity and Access Management

DSecure-by-design infrastructure

Answer : B

Question 3

What does Vertex AI Search enable companies to do?

ATo index and retrieve information from the entire public web, providing a comprehensive view of publicly available data.

BTo surface the most popular and frequently accessed content based on global user search patterns and trends.

CTo compare products from numerous online retailers, allowing users to find the best deals and product options across the internet.

DTo ground LLM responses with first-party data, third-party data, and Google's knowledge graph.

Answer : D

Question 4

A company's large learning model (LLM) is producing hallucinations that are a result of the Knowledge cutoff. How does retrieval-augmented generation (RAG) overcome this limitation?

ARAG fine-tunes the LLM on specific customer query patterns to improve the speed and efficiency of response generation.

BRAG enhances the creative writing capabilities of the LLM to generate more engaging and informative responses.

CRAG enables the LLM to retrieve relevant and up-to-date information from knowledge sources.

DRAG uses human oversight to ensure accuracy before presenting information to the customer.

Answer : C

Question 5

A pharmaceutical company's research and development department spends significant time manually reviewing new scientific papers to identify potential drug targets. They need a solution that can answer questions about these documents and provide summarized insights to researchers without requiring extensive coding expertise. What should the organization do?

AUse Gemini for Google Workspace to facilitate collaborative document review.

BUse Vertex AI Search to index the papers and enable keyword-based searches.

CUse Vertex AI AutoML to train a model that classifies papers into predefined research areas.

DUse Vertex AI Agent Builder to create a custom AI agent.