Humanassisted
Human-assisted describes systems, processes, or tasks in which human input, judgment, or oversight complements automated components. The approach relies on collaboration between people and machines to improve performance, reliability, or ethical alignment. In practice, the term is used in fields such as artificial intelligence, information retrieval, data processing, and workflow management. It is closely related to, and sometimes used interchangeably with, terms like human-in-the-loop, human-augmented intelligence, and assistive technology, though exact usage can vary by discipline.
Applications of human-assisted approaches span multiple domains. In machine learning, humans may label training data, verify
Benefits include higher accuracy in complex or ambiguous situations, better handling of rare cases, and greater
Terminology notes: while common, “human-assisted” is not a fixed standard and may be supplanted by “human-in-the-loop”