Enslaving the Algorithm: From a Right to an Explanation to a Right to Better Decisions?

As concerns about discrimination in black box machine learning systems rise, a legal right to an explanation has emerged as an attractive approach for governance. Meaningful information about algorithmic logics is more technically possible than commonly thought, but this risks a new transparency fallacy-an illusion of remedy over a substantive provision.