Free GARP RAI Exam Questions

Become GARP Certified with updated RAI exam questions and correct answers

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Total 330 Questions | Updated On: Jan 28, 2026
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Question 1

A tech firm is developing a model to predict credit risk and wants to reduce testing bias while still evaluating performance. Which approach should it use?


Answer: A
Question 2

During training, an RNN model used for forecasting exhibits extremely high gradients at certain steps, causing instability in learning. Which of the following best describes this problem?


Answer: B
Question 3

A social media platform’s content recommendation algorithm repeatedly suggests similar content to users based on previous interactions, creating a feedback loop that reinforces certain perspectives. What type of algorithmic bias does this illustrate?


Answer: C
Question 4

An investment firm is setting up its model risk management framework. Who is primarily responsible for approving or rejecting models based on validation results?


Answer: C
Question 5

Which type of risk might an organization face if an AI algorithm breaches individual privacy or yields biased results?


Answer: C
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Total 330 Questions | Updated On: Jan 28, 2026
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