This seminar will focus on compliance programs and legal practices in a world with ever-increasing amounts of computation, especially in the areas of machine learning and artificial intelligence. The seminar will explore how traditional compliance programs achieve their goal of keeping organizations and people operating under the rule of law, review current and future trends in computation, explore how lawyers and compliance officers interact with and understand technology and algorithms, and then focus on emerging trends at the intersection of compliance and computation.