With AI shaping critical decisions, ethical governance is a necessity and fiduciary duty: unchecked systems can entrench bias and harm. Key pillars are transparency, accountability, human oversight, DEI, and value alignment. Practical steps include ethics committees, regular bias audits, transparent models, human-in-the-loop review, and a culture of ethics to ensure AI serves people.
