As machine learning becomes increasingly interwoven into the structure of our daily lives , the critical need for AI ethics becomes undeniable . We must grapple with the complex questions surrounding unfair automation, ensuring that these powerful tools are implemented responsibly. It necessitates a proactive approach to deployment, encouraging acc