HITL: Track Previous Pipeline Stage For Label Restoration

Hitl is often referred to as an interactive simulation, which is a special kind of physical simulation in which physical simulations include human operators, such as in a flight or a driving simulator. Human-in-the-loop (hitl) refers to a system or process in which a human actively participates in the operation, supervision or decision-making of an automated system. Human in the loop (hitl) is a design principle that places people at key decision points in automated systems.

Human-in-the-loop (hitl) machine learning is a collaborative approach that integrates human input and expertise into the lifecycle of machine learning (ml) and artificial intelligence systems. Nov 1, 2025human-in-the-loop (hitl) systems combine ai automation with human oversight. 2 days agothat’s why human‑in‑the‑loop (hitl) is one of the most practical safety patterns in real ai adoption.

Human-in-the-loop (hitl) ai refers to systems in which human oversight is intentionally integrated into the ai workflow, allowing people to participate in stages such as training data collection, model. Jun 14, 2025the human in the loop approach, commonly abbreviated as hitl, is a methodology that integrates human intelligence and decision-making directly into automated systems and ai workflows.