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Scenarios of bias and discrimination across several machine learning programs have raised a lot of ethical thoughts concerning the use of artificial intelligence. How can we safeguard in opposition to bias and discrimination if the training data itself might be produced by biased human processes? Whilst companies commonly have fantastic intentions