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Human in the loop (HITL) machine learning means integrating human employees into the machine learning pipeline. Gartner predicts that in some industries, HITL AI solutions will comprise around 30% of all automation offerings by 2025. With HITL, there is a human who understands how algorithms work and can justify the decisions they make. HITL is beneficial in less critical applications as well. For example, large consultancy companies rely heavily on AI for document regulatory compliance involve human in-the-loop machine learning.
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