Human-in-the-loop (HITL) is an automation method that effectively integrates human and artificial intelligence to improve machine learning models. It emphasizes the collaboration between humans and AI to enhance accuracy and efficiency in various processes. This approach aims to optimize results while balancing costs, speed, and risk of errors.