This book chapter examines an interaction between technological shocks and the “rule of law.” It does so by analyzing implications a class loosely related computational technologies termed “machine learning” (ML) or, rather less precisely “artificial intelligence” (AI). These tools are presently employed in pre-adjudicative phase enforcing laws, for example facilitating selection targets tax re...