Right to explanation and the GDPR: interesting question.
After a long and busy summer, I finally had the chance to take a serious look to a paper called «Why a right to explanation of automated decision-making does not exist in the General Data Protection Regulation«. You can find a copy of this paper in this link: it’s worth reading carefully!
Here, I just want to share my enthusiasm for this work. I was convinced that in the GDPR there was a legal base to audit algorithms and verify if they comply with the new data privacy regulation. Apparently, I wasn’t alone in this misinterpretation (see note 6, p. 3).
But, after a close look to articles 13-15 and 22, I should separate my wishes from the reality. And I have to admit that the authors were right: in the best case scenario, the the right to explanation and the GDPR are not perfectly aligned.
44 pages, full of information and solidly argued. Have fun!
On the other hand, if you have no time and prefer to talk, drop us a line and we’ll be glad to help.