Question
How can the concept of fairness be integrated into the process of operating an AI tool?
- A. Focusing on accessibility will ensure fairness.
- B. Training AI data and algorithms to be free from biases will ensure fairness. Correct
- C. Regularly monitoring the AI tool’s performance will ensure fairness in its outputs.
- D. Focusing on collecting large datasets for training will ensure fairness.
Explanation
Fairness in responsible AI means the system treats all people equitably, which is achieved by identifying and removing bias from the training data and the algorithms that learn from it. Accessibility is a separate responsible AI principle (inclusiveness), so it does not by itself address unfair outcomes. Monitoring performance is good practice but measures quality rather than removing the bias that causes unfair outputs. A larger dataset can carry the same or more bias, so size alone does not make a model fair.
