As artificial intelligence becomes ever more interwoven into the structure of our existence, the critical need for ethical AI becomes more apparent . We must confront the complex questions surrounding algorithmic bias , guaranteeing that these advanced systems are implemented responsibly. This involves a deliberate approach to design , fostering op