What I Read: Explainable AI, 2-Stage Approach

https://www.kdnuggets.com/2020/10/explaining-explainable-ai.html

Explaining the Explainable AI: A 2-Stage Approach
By Amit Dhurandhar, Research Scientist at IBM.


“XAI is primarily concerned with understanding or interpreting the decisions made by these opaque or black-box models so that one can appropriate trust, and in some cases, have even better performance through human-machine collaboration …. We conjecture that the XAI process can be broadly disentangled into two parts…”