Human-in-the-Loop

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Active learning where the model suggests and humans review, enabling continuous improvement. Used in content moderation, medical diagnosis, and data labeling. Balances automation with human judgment for high-stakes decisions.

Related

• Data Labeling (humans provide labels)
• Content Moderation Design (common application)

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ml-system-design human-in-the-loop active-learning