Uncovering Pitfalls
Vera Liao discusses the pitfalls of using feature-based explanations in decision support ML systems, revealing how these explanations can actually decrease decision accuracy. She explores the reasons behind this phenomenon and shares insights on how people interact with explanations.In this clip
From this podcast
The Gradient
Vera Liao: AI Explainability and Transparency
Related Questions
What is the challenge around explainability in AI as discussed in the episode Vera Liao: AI Explainability and Transparency and the clip Lessons Learned?
What is the challenge around explainability in AI in the episode Vera Liao: AI Explainability and Transparency and the clip Lessons Learned?
What is the challenge around explainability in AI in the episode Vera Liao: AI Explainability and Transparency and the clip Human-Centered AI?