As machine systems continues, establishing oversight becomes critical. It’s not about restricting innovation, but rather fostering assurance and ensuring fair implementation. Think of AI oversight as the ally in supporting shared aspirations and creating a brighter future. We must work to establish processes that support clarity and resolve likel