Beyond “Human in the Loop” : Practical Considerations for Ethical Oversight of Healthcare AI

“Human in the loop” has become shorthand for responsible oversight of AI—but in healthcare, human involvement alone isn’t enough. This article explores what meaningful oversight looks like in practice, and how organizations can design safeguards that account for scale, complexity, and the limits of human attention.