ISACA Certified Artificial Intelligence Auditor (CAIA) — Question 27

An IS auditor is participating in a task force to select an AI solution vendor. The vendor states that their product is only functional with web integration activated. Which of the following is the GREATEST concern?

Answer options

• A. AI training model environment
• B. Inappropriate algorithms used by the vendor
• C. Data hallucinations and biases
• D. Impacts on employee and contractor workforces

Correct answer: A

Explanation

The greatest concern is the AI training model environment because the effectiveness and reliability of an AI solution heavily depend on the quality of the training data and the environment in which the model is developed. If the web integration is necessary, it could introduce vulnerabilities or dependencies that may affect the model's performance. The other options, while important, do not directly address the foundational aspect of the AI model's operational environment.