한국소성가공학회 실습 3

XAI: exPlainable Artificial Intelligence


By Prof. Seungchul Lee
http://iai.postech.ac.kr/
Industrial AI Lab at POSTECH

Table of Contents

1. Black Box AI

  • Black box AI: AI produces insights based on a data set, but the end-user doesn’t know how
    • Many machine learning and deep learning models share ‘black box’ problem
    • AI does not provide reasons behind the decision or prediction it makes
    • The reliability of AI models may be questioned





  • XAI which humans can understand the decisions or predictions made by the AI