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Isaca AAISM Exam - Topic 3 Question 8 Discussion

Posted by Val on Nov 24, 2025 at 03:12 PM

Which of the following is the GREATEST risk inherent to implementing generative AI?

Suggested Answer: D

The AAISM framework identifies intellectual property (IP) violations as the most significant inherent risk in deploying generative AI. These systems often rely on large-scale internet data for training, which may inadvertently contain copyrighted or proprietary material. This creates legal and reputational exposure when outputs reproduce or reference protected content. While employee training gaps, asset vulnerabilities, and ROI concerns are relevant risks, they are not inherent to generative models themselves. The greatest inherent risk tied directly to generative AI adoption is the possibility of violating intellectual property rights.


AAISM Study Guide -- AI Risk Management (Generative AI Risks and Legal Exposure)

ISACA AI Security Management -- Copyright and IP Concerns in Generative AI

Get Premium AAISM Questions as Interactive Web-Based Practice Test or PDF Real Exam Format Detailed Explanations Instant Access Get Your Practice Test
28 comments · newest first
KE
Kenda 6 months ago
C is important, but if we can't secure our assets, nothing else matters.
HE
Herminia 7 months ago
I lean towards D. The legal implications can be devastating.
CH
Cherry 7 months ago
I agree, but D is also a huge concern. Intellectual property violations can ruin a company.
TR
Tricia 7 months ago
I think B is the biggest risk. Unidentified vulnerabilities can lead to major issues.
DO
Dorethea 8 months ago
I’m not so sure about B) being the greatest. What about the training aspect?
AL
Alaine 8 months ago
ROI is important, but I’d say C) is less critical than the others.
FA
Fausto 8 months ago
Really? I’m surprised people aren’t worried about D) Potential IP violations.
AU
Audrie 8 months ago
I think A) Lack of employee training is the biggest risk. Can't overlook that!
SE
Serina 8 months ago
Haha, inadequate ROI? That's the least of my worries with this new AI stuff!
CO
Cornell 8 months ago
Lack of employee training is a big one. If people don't know how to use it properly, that could be a disaster.
JA
Jacklyn 9 months ago
Potential IP violations are a huge concern. We need to be really careful about that.
GW
Gwen 9 months ago
I think the greatest risk is unidentified asset vulnerabilities. You can't protect against what you don't know about.
JE
Jesusita 9 months ago
I’m not confident about this, but I feel like inadequate ROI could be a major issue too. If companies invest in AI and don’t see returns, that could really hurt them.
MA
Mariann 9 months ago
I’m leaning towards unidentified asset vulnerabilities being the greatest risk. It’s hard to manage what you can’t see, right?
EL
Elsa 9 months ago
I remember a practice question that focused on employee training, and I feel like that's also a significant risk. If employees aren't trained, it could lead to a lot of issues.
CR
Cristal 9 months ago
Employee training is key. If our team doesn't know how to use this technology properly, we could end up with all kinds of problems. I think that's the biggest risk we need to address.
VI
Viva 10 months ago
I think the greatest risk might be potential intellectual property violations, but I'm not entirely sure. It seems like a big concern with AI-generated content.
MA
Maddie 10 months ago
I'm leaning towards inadequate ROI. Implementing generative AI can be really expensive, and if we don't see the benefits, it's not going to be worth it. We need to make sure we're getting a good return on our investment.
MA
Marguerita 10 months ago
Definitely B) Unidentified asset vulnerabilities. That's a big one!
WI
Winfred 10 months ago
ROI matters, but I feel B is more pressing. Security should come first.
TR
Trina 10 months ago
A is critical too. Without proper training, employees might misuse the AI.
WI
Willard 11 months ago
Hmm, I'm not sure. Intellectual property violations could be a huge issue if we're not careful about how we use this technology. We need to make sure we're not infringing on anyone's rights.
LA
Lauran 11 months ago
I think the biggest risk is unidentified asset vulnerabilities. Generative AI can create all kinds of new content, and we need to be really careful about how that could impact our systems and data.
DO
Dortha 6 months ago
↳ replying to Lauran
Intellectual property violations could be a nightmare too!
MA
Mari 6 months ago
↳ replying to Lauran
True, but if we don’t address vulnerabilities first, training won’t matter much.
DA
Darci 6 months ago
↳ replying to Lauran
Lack of training is also a big concern, though.
JE
Jesusita 6 months ago
↳ replying to Lauran
Yes, the potential for data breaches is huge with generative AI.
RY
Ryan 6 months ago
↳ replying to Lauran
I totally agree! Unidentified asset vulnerabilities can lead to major issues.
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