Head on over to Medium for a non-technical general audience piece I wrote on why machine learning is not, by default, fair or just in any meaningful way.

Since I first wrote this post there’s been some interesting follow up by Hanna Wallach. Also be sure to check out the web site of the NIPS workshop on fairness, accountability and transparency that Solon Barocas and I organized.