Isaca ISACA Advanced in AI Security Management (AAISM) Exam AAISM Question # 19 Topic 2 Discussion
AAISM Exam Topic 2 Question 19 Discussion:
Question #: 19
Topic #: 2
In a new supply chain management system, AI models used by participating parties are interactively connected to generate advice in support of management decision making. Which of the following is the GREATEST challenge related to this architecture?
A.
Establishing clear lines of responsibility for AI model outputs
B.
Identifying hallucinations returned by AI models
C.
Determining the aggregate risk of the system
D.
Explaining the overall benefit of the system to stakeholders
The AAISM governance framework notes that in multi-party AI ecosystems, the greatest challenge is ensuring clear accountability for AI outputs. When models from different parties interact, responsibility for errors, bias, or harmful recommendations can be unclear, leading to disputes and compliance gaps. While aggregate risk assessment and error identification are significant, they are secondary to the fundamental governance requirement of establishing transparent lines of responsibility. Without defined accountability, no stakeholder can reliably manage or mitigate risks. Therefore, the greatest challenge in such a distributed architecture is responsibility for AI outputs.
[References:, AAISM Study Guide – AI Governance and Program Management (Accountability in Multi-Party Systems), ISACA AI Governance Guidance – Roles and Responsibilities in AI Collaboration, , , ]
Contribute your Thoughts:
Chosen Answer:
This is a voting comment (?). You can switch to a simple comment. It is better to Upvote an existing comment if you don't have anything to add.
Submit