XAI—Explainable artificial intelligence

  • “For many critical applications in defense, medicine, finance, and law, explanations are essential for users to understand, trust, and effectively manage these new, artificially intelligent partners
  • The purpose of an explainable AI (XAI) system is to make its behavior more intelligible to humans by providing explanations.
  • Accuracy versus interpretability – Interpretability needs to consider tradeoffs involving accuracy and fidelity and to strike a balance between accuracy, interpretability, and tractability.”


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