As machine learning becomes progressively interwoven into the structure of our existence, the critical need for AI ethics becomes clear. We must grapple with the intricate questions surrounding unfair automation, promoting that these sophisticated technologies are created responsibly. It requires a deliberate approach to construction , nurturing op