As artificial intelligence becomes progressively interwoven into the essence of our existence, the essential need for machine learning ethics becomes more apparent . We must grapple with the complex questions surrounding prejudiced code , ensuring that these advanced systems are implemented responsibly. This involves a thoughtful approach to constr