GitHub Advanced Security — Question 2

What can be done during AI development to minimize bias?

Answer options

• A. Collect massive amounts of data for training.
• B. Focus on accuracy of the data.
• C. Use diverse data, fairness metrics, and human oversight.
• D. Improve on the computational efficiency and speed.

Correct answer: C

Explanation

The correct answer, C, highlights the importance of using diverse datasets and fairness metrics combined with human oversight to effectively minimize bias in AI systems. Options A and B, while important for overall data quality, do not specifically address bias reduction. Option D focuses on efficiency, which does not contribute to mitigating bias.