Conceptlearning to defer / 学习委托
Decision Deferral
A research direction in human-machine collaborative systems concerned with determining when a machine learning system should act autonomously and when decision authority should be transferred to human experts or external systems. It encompasses routing policies, expert calibration, and related problems.
Timeline (last 90 days)
Oct 18
A human-centered orientation requires distinguishing which tasks are suitable for full delegation (such as information retrieval, which can be highly automated) and which tasks require humans to retain final discretion (such as decisions involving value judgments, ethical trade-offs, and long-term consequences).
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