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Assess the CertsIQ’s updated RAI exam questions for free online practice of your Risk and AI (RAI) test. Our RAI dumps questions will enhance your chances of passing the GARP Certification certification exam with higher marks.

Exam Code: RAI
Exam Questions: 330
Risk and AI (RAI)
Updated: 16 Apr, 2026
Question 1

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?

Options :
Answer: B

Question 2

An insurance company is using a neural network for classifying claims as "Fraudulent" or "Non-Fraudulent." They decide to use ReLU (Rectified Linear Unit) as the activation function for the hidden layers. What is the primary purpose of using an activation function like ReLU in this neural network?

Options :
Answer: B

Question 3

An insurance firm uses a predictive model to detect fraud. In the interest of balancing sensitivity and specificity, which of the following challenges might the firm face?

Options :
Answer: A

Question 4

A bank is validating a model for credit risk analysis. What should be the primary focus of the validation process to ensure its effectiveness?

Options :
Answer: A

Question 5

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

Options :
Answer: C

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