eXplainable Artificial Intelligence (XAI)

Interpretability and explainability are parts of a larger field known as responsible AI. Without explainability, AI is always adopted with skepticism, thereby limiting the benefits of using ML for business use-cases.

Reasons:

  • Fairness
  • Regulatory and legal requirements
  • Understanding our model better to improve it