What are the ethical considerations when developing and deploying machine learning models?
Instruction: Discuss the ethical concerns that must be addressed when creating and implementing machine learning models.
Context: This question tests the candidate's awareness of the ethical dimensions of machine learning and their ability to consider these factors in their work.
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The way I'd explain it in an interview is this: The main ethical issues I watch for are fairness, privacy, transparency, misuse risk, over-automation, and whether the model is being used in a context...