This post assumes familiarity with our primer on Kolmogorov complexity. We recommend the uninformed reader begin there. We will do our best to keep consistent notation across both posts. Kolmogorov Complexity as a Metric Over the past fifty years mathematicians have been piling up more and more theorems about Kolmogorov complexity, and for good reason.