Human-in-the-Loop AI: A Practical Guide to Oversight Modes

Human-in-the-loop (HITL) keeps a person involved in AI decisions, with three modes: approve-before-act, review-and-edit, and interrupt-and-resume. The guide warns that a review step is not safety, and that implementations often fail when reviewers skim or when the wrong mode is applied globally. It recommends picking the oversight mode per action, not per product.