The Root Of Biases In Artificial Intelligence Algorithms

Automated decision making is subjected to systematic mistakes or systematic risk.

The sources of these risks are:

1) Genuine imbalances in the constituent populations

2) Thee way human beings train/inject bias in the algorithms

3) Limitations in the technology

As a manager you need to understand these limitations. These two articles describe use cases and opinion on the matter. They are very readable.