TLDR
Our central claim here is that when algorithms are involved, proving discrimination will be easier – or at least it should be, and can be made to be.
[…] policy changes are needed to realize these benefits, such as the requirement that all the components of an algorithm (including the training data) must be stored and made available for examination and experimentation