human in the loop
A loosely-defined idiom that could mean either of the following: - A policy of viewing generative AI output critically or skeptically.
Plain English Explanation
A loosely-defined idiom that could mean either of the following: - A policy of viewing generative AI output critically or skeptically. - A strategy or system for ensuring that people help shape, evaluate, and refine a model's behavior. Keeping a human in the loop enables an AI to benefit from both machine intelligence and human intelligence. For example, a system in which an AI generates code which software engineers then review is a human-in-the-loop system.
How is it used?
Practitioners refer to human in the loop when building, training, or evaluating machine learning systems. It appears in research papers, product documentation, and technical discussions about AI capabilities and limitations.