Question 4
Domain 4 — AI Governance, Risk, Ethics, and TrustworthinessWhich of the following ethical challenges is the use of AI MOST likely to present?
Correct answer: A
Explanation
AI systems learn from training data and can reproduce patterns in that data, including unfair or skewed assumptions. That makes "bias in content output" a common ethical challenge because the model may generate outputs that favor certain groups or viewpoints over others.
Why each option is right or wrong
A. Bias in content output
AI systems are trained on large datasets and then generate outputs by statistically reproducing patterns found in that data; if the training corpus contains skewed, incomplete, or discriminatory examples, the model can amplify those patterns in its responses. In practice, this makes biased output the most likely ethical issue, because the harm arises at the point of generation rather than from a one-off user error or isolated malfunction.
B. Unauthorized alteration of data
C. Data misuse