Your question is Bias Mitigation in AI Models. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
What methods do you use to address bias in AI models?
Discuss a practical workflow for identifying bias in the data, model predictions, and deployment process. Explain how you would select fairness metrics, compare mitigation strategies, and evaluate tradeoffs against predictive performance and operational requirements.