As machine learning becomes ever more interwoven into the essence of our daily lives , the critical need for ethical AI becomes clear. We must grapple with the intricate questions surrounding prejudiced code , guaranteeing that these powerful tools are developed responsibly. It requires a proactive approach to design , fostering openness and mitiga