Experiencing Data w/ Brian T. O’Neill  (UX for AI Data Products, SAAS Analytics, Data Product Management) cover image

125 - Human-Centered XAI: Moving from Algorithms to Explainable ML UX with Microsoft Researcher Vera Liao

Experiencing Data w/ Brian T. O’Neill (UX for AI Data Products, SAAS Analytics, Data Product Management)

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Human-Centered Explainable AI

The speakers discuss the concept of human-centered explainable AI (XAI) and its application in decision support use cases. They highlight the importance of understanding the holistic view by comparing multiple bank customers and differentiating between future-based and example-based explanations. They also explore selective explanations and the concept of question-driven XAI design.

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