As artificial intelligence systems become increasingly integrated into the structure of our society, the critical need for ethical AI guidelines becomes clear. This algorithmic imperative – the drive to construct AI that is not only effective but also just, transparent, and accountable – presents a substantial challenge to developers, regulator