How can bias enter an AI system?

Through biased training data or biased labels.

Only through the model's deployment environment.

Bias is inherent to all AI systems and cannot be introduced.

Only through the algorithm's code.

A company is launching a generative AI customer-support chatbot. Which statement best explains why responsible AI practices are important for the business?

Responsible AI practices are only needed for AI systems that process personal data.

Responsible AI practices help build customer trust, reduce regulatory risk, and protect the company's reputation.

Responsible AI practices guarantee that the chatbot will never make a mistake.

Responsible AI practices are optional and mainly a public-relations exercise.

How does transparency in AI systems support informed decision-making by stakeholders?

By making the AI system's code open source.

By ensuring the AI system always produces the same output for the same input.

By providing clear information about how the AI system works and its limitations.

By hiding the model's internal logic to protect intellectual property.

A financial advisory firm is considering using a generative AI system to provide investment recommendations to clients. The firm’s compliance team requires that clients understand how recommendations are generated. What is the primary benefit of ensuring transparency in this AI system?

It reduces the need for human financial advisors

It builds client trust and supports informed decision-making

It ensures the model is free from all biases

It guarantees higher investment returns

Google CloudGenerative AI Leader

Domain 4Objective 3

4.3 Describe the Importance of Responsible AI in Business. GENERATIVE-AI-LEADER Practice Questions (Page 6)

Part of the Business strategies for a successful gen AI solution domain, which accounts for ~15% of the GENERATIVE-AI-LEADER exam.

29questions here

6free pages

8concepts

~15%of the exam

Questions 26–29

26foundation · medium
How can bias enter an AI system?
Select an answer first
27foundation · medium
A company is launching a generative AI customer-support chatbot. Which statement best explains why responsible AI practices are important for the business?
Select an answer first
28foundation · medium
How does transparency in AI systems support informed decision-making by stakeholders?
Select an answer first
29application · medium
A financial advisory firm is considering using a generative AI system to provide investment recommendations to clients. The firm’s compliance team requires that clients understand how recommendations are generated. What is the primary benefit of ensuring transparency in this AI system?
Select an answer first

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