An AI auditor is assessing an organization's AI training data governance. The auditor finds that data scientists can modify training datasets without requiring documented approval. Which audit finding does this represent?
Select an answer to reveal the explanation.
Short Explanation and Infographic
Here's the deal — b is correct because unauthorized modification of training data undermines data integrity — changes could introduce bias, degrade model performance, or be used maliciously (data poisoning) — making this a significant data integrity control weakness requiring formal change management. A ignores the risk of undocumented changes.
Full explanation below image
Full Explanation
B is correct because unauthorized modification of training data undermines data integrity — changes could introduce bias, degrade model performance, or be used maliciously (data poisoning) — making this a significant data integrity control weakness requiring formal change management. A ignores the risk of undocumented changes. C overstates the response. D understates the finding's materiality.