modes of human involvement
Human-in/on/over-the-loop models varying by degree of intervention.
Definition
A taxonomy of human oversight models defining varying degrees of human involvement in AI decision-making: human-in-the-loop (humans directly make or approve decisions), human-on-the-loop (humans supervise automated decisions and can intervene), and human-over-the-loop (humans set policy, audit and adjust automated systems); selection is risk-informed based on harm severity and reversibility.
Related Terms
modes of human involvement (human-in/on/over-the-loop)
Human-in/on/over-the-loop models describing levels of human intervention....
Human involvement
Degree of human review, approval, or override of AI outputs....
Human‑in‑the‑loop
Human oversight modality allowing human intervention in AI decisions....
Human-in-the-loop (Human Oversight)
Design ensuring human oversight and intervention....
human-over-the-loop
Human exercises high-level control and governance over AI....