Isaca AAIA Exam - Topic 1 Question 12 Discussion

Actual exam question for Isaca's AAIA exam

Question #: 12
Topic #: 1

[All AAIA Questions]

Which of the following is MOST important to consider when auditing an organization's AI procedures?

AFrequency of AI system updates to enhance security

BEmployee training on recognized AI best practices

CBackup and recovery in the event of an AI data breach

DAI data validation and filtration to prevent data poisoning

Show Suggested Answer

Suggested Answer: D

by Hubert at Nov 19, 2025, 09:36 AM

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Ressie

1 day ago

B should not be overlooked. Training shapes how AI is used daily.

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Thurman

6 days ago

I lean towards D. Validating data is key to trust in AI.

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Huey

11 days ago

C is essential for recovery. You need a plan if things go wrong.

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Glynda

17 days ago

A is important too. Regular updates can prevent vulnerabilities.

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Leah

22 days ago

I agree, but B is also vital. Employees need to know best practices.

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Gene

27 days ago

I think D is the most crucial. Data poisoning can ruin everything.

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Farrah

2 months ago

Totally agree with D! Can't overlook data poisoning risks.

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Audry

2 months ago

Wait, can we really trust AI data validation?

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Benton

2 months ago

I think B) Employee training is just as important!

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Phuong

2 months ago

A) Frequency of updates is crucial for security.

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Junita

2 months ago

I'd like to see an AI system that can recover from a data breach by itself. That would be truly intelligent!

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Lucina

2 months ago

B) Employee training is key to ensuring proper AI usage.

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Latrice

3 months ago

I recall a practice question that emphasized the frequency of updates, but I wonder if that really outweighs the need for proper training.

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Nobuko

3 months ago

I’m leaning towards AI data validation being the most important, but I’m a bit confused about how it compares to security updates.

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Eun

3 months ago

I feel like backup and recovery is crucial, especially after that case study we reviewed about a data breach.

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Merissa

3 months ago

I think I remember discussing the importance of employee training in our last study group, but I'm not entirely sure if it's the most critical factor.

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Merissa

3 months ago

I'm going to go with data validation and filtration. Preventing data poisoning seems like it could have the biggest impact if it goes wrong.

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Refugia

3 months ago

I'm a bit confused on this one. They all seem pretty important. Maybe I should focus on understanding the differences between them?

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Cherilyn

4 months ago

C) Backup and recovery is also crucial in case of an AI disaster.

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Billi

4 months ago

D) AI data validation and filtration to prevent data poisoning is the most important factor to consider.

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Glennis

4 months ago

I'm leaning towards backup and recovery. If there's a breach, you need to be able to restore the system quickly and securely.

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Eleni

4 months ago

Agreed, data integrity is crucial for reliable AI systems.

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Theresia

4 months ago

D) Data validation is key to prevent issues.

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Shawna

5 months ago

Hmm, I'm not sure. Employee training on best practices seems really important too. You want to make sure the people using the AI know what they're doing.

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Leslie

5 months ago

I think the most important thing to consider is data validation and filtration to prevent data poisoning. That seems like the biggest risk with AI systems.

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