Paper - 1, Measuring the Quality of Explanations: The System Causability Scale
With the current advancements in Machine Learning, and AI. It is not possible to develop autonomous systems which can learn.
But this also leads to opaques in terms of their performance, and under what circumstances or conditions leads to change in their observation and performance.
It becomes certainly important in critical systems like Medical Imaging, or self driving car, or automatic flight systems.
It does not foster trust, acceptance and the most important responsibility.