With AI influencing major societal decisions—from hiring to healthcare—organizations are adopting AI oversight boards—internal governance bodies that audit models for fairness, transparency, and societal impact.
This post examines how governance structures are evolving—from corporate ethics boards to independent observer panels. It explores frameworks for risk assessment, impact scoring, and public oversight, drawing inspiration from medical institutional review boards. As AI becomes more powerful, structured governance becomes essential for trust and legitimacy.
