Non-Determinism and the Lawlessness of Machine Learning Code

A. Feder Cooper, Jonathan Frankle, Christopher De Sa

Legal literature on machine learning (ML) tends to focus on harms, and thus tends to reason about individual model outcomes and summary error rates. This focus has masked important…