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IBM has shared some details about a new project called WatsonPaths that lets doctors actually interact with the system to understand how it came to its conclusions, and to tell it whether its “thinking” was right. This type of interaction is critical in any type of machine learning system where speed isn’t the primary objective, because it lets humans see things they might not have and also train the machines to be more accurate in the future. WatsonPaths is a GUI-based tool and is being developed along with doctors at the Cleveland Clinic.