As artificial intelligence platforms become increasingly embedded into the tapestry of our society, the critical need for robust AI frameworks becomes undeniable. This algorithmic imperative – the push to construct AI that is not only powerful but also equitable, transparent, and answerable – presents a substantial challenge to developers, legi