Explainable and Interpretable AI Algorithms

This chapter explores the concepts of explainable and interpretable AI algorithms, highlighting the difference between black box and white box algorithms and the importance of choosing an appropriate algorithmic approach for explainability. It also discusses the concept of interpretability, suggests alternative transparency mechanisms, and mentions a training and certification program on trustworthy and ethical AI.