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Question No 1

A healthcare organization uses an AI model to analyze patient data and provide diagnostic recommendations. Which of the following MOST effectively detects data drift related to the model's predictions?

Choose the Choices:

Comparing incoming patient data distributions with the training data set

Applying overrides to allow healthcare professionals to correct the AI model’s recommendations

Conducting periodic model retraining to ensure alignment with updated patient data

Using adversarial testing to simulate scenarios that stress test the model’s predictions

Question No 2

When auditing the transparency of an AI system, which of the following would be the MOST effective way to understand the model's decision - making process?

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Question No 3

Which of the following is the BEST way to support the development and design of high - risk AI systems?

Choose the Choices:

Regularly back up the AI system's data to a secure, offsite location.

Conduct regular training sessions for users on data privacy.

Ensure the availability of trustworthy data sets.

Implement multi - factor authentication (MFA) for all users accessing the AI system.

Question No 4

In order to streamline operations, a bank has deployed an AI application to automatically detect and prevent further fraud on accounts. However, customers have voiced concerns that their usual transactions are being rejected. Which of the following is the MOST likely cause of the false positives?

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Question No 5

An IS auditor is evaluating an organization's incident management program to ensure it is sufficiently prepared to manage AI - related incidents. Which of the following is MOST important for the auditor to validate?

Choose the Choices:

The program mandates retraining AI systems after incidents are investigated.

The program uses past AI - related incidents and resolutions to categorize current incidents.

The program includes processes to respond to AI model drift and data integrity attacks.

The program prioritizes incidents based on alignment with industry leading practices.

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