“Machines are beneficial to the extent that their actions can be expected to achieve our objectives.” – Russel, S. Human compatible: Artificial intelligence and the problem of control.
What should be the basis for AI trust?
Explanation in AI systems is considered to be critical across all areas where machine learning is used.
In the case of a recommended medical treatment or a rejected application for a mortgage loan,
we may be entitled to clear explanations of how we arrived at a particular result.