Question 1

Which of the following is the MOST important reason to perform regular ethical reviews of AI systems?

Options :

A : To improve the accuracy and performance of the systems

B : To align AI system development with organizational values and principles

C : To ensure the systems align with the preservation of individual rights

D : To identify and mitigate potential data drift within models

Answer: C

Question 2

Which of the following is the MOST important task when gathering data during the AI system development process?

Options :

A : Stratifying the data

B : Isolating the system

C : Cleaning the data

D : Training the system

Answer: C

Question 3

Which of the following will provide the BEST evidence to support the alignment of an AI model with an organization's business objectives?

Options :

A : AI model vulnerability assessment

B : AI change management requests

C : AI model inventory

D : AI acceptable use policy

Answer: C

Question 4

A healthcare organization uses data clustering to group patients by medical history for personalized treatment recommendations. Which of the following is the GREATEST privacy risk associated with this practice?

Options :

A : The clustering requires more data, increasing the risk of a privacy breach.

B : Clustering increases the complexity of the model, making data harder to anonymize.

C : Irrelevant features in the data may result in inaccurate or biased treatments.

D : Clusters can reveal sensitive personal information depending on how the information is presented.

Answer: D

Question 5

An IS auditor is auditing a financial system in which a generative AI tool is used to identify trends in batches of 4,000 rows, while the generative AI tool has a limit of 3,000 tokens. Which of the following is the GREATEST concern?

Options :

A : The AI will process only a portion of the data set.

B : The AI will prioritize high-value entries.

C : The AI will reject the data set and not analyze the data.

D : The AI output will be biased toward the first 3,000 tokens.

Answer: D

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