IAPP Artificial Intelligence Governance Professional (AIGP) — Question 123

During the planning and design phases of the AI development life cycle, bias can be reduced by all of the following EXCEPT:

Answer options

• A. Stakeholder involvement.
• B. Feature selection.
• C. Human oversight.
• D. Data collection.

Correct answer: C

Explanation

Human oversight is crucial in many aspects of AI development, but it does not directly reduce bias during the planning and design phases. In contrast, stakeholder involvement, feature selection, and data collection are proactive measures that can directly influence and mitigate bias in AI systems.