As machine learning systems become increasingly embedded into the tapestry of our lives, the urgent need for ethical AI principles becomes clear. This algorithmic imperative – the push to develop AI that is not only effective but also equitable, transparent, and responsible – presents a complex hurdle to engineers, legislators, and communities