As machine learning becomes progressively interwoven into the essence of our existence, the critical need for AI ethics becomes undeniable . We must grapple with the nuanced questions surrounding algorithmic bias , guaranteeing that these advanced systems are developed responsibly. It requires a deliberate approach to design , nurturing transparenc