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)

CHAPTER

Importance of Explainability and Human-Centered Design

The chapter explores the significance of explainability in AI applications and its relationship with human-centered design. It discusses the difference between model explainability and interpretability, emphasizing the importance of a human-centered approach. The speakers also highlight the challenges of responsible AI and provide insights into incorporating explainability in the design process.

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