How do you ensure the fairness and ethical use of machine learning models?
Instruction: Describe the measures and considerations to ensure that machine learning models are used ethically and fairly.
Context: This question assesses the candidate's awareness of the ethical implications of machine learning and their ability to implement responsible AI practices.
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The way I'd approach it in an interview is this: I try to handle fairness and ethics as part of the product and deployment design, not just the modeling stage...