A few years ago I worked on a project for the Chief of Staff of the Army regarding how the Army would potentially operate in megacities (cities with a population above 10 million people). During that endeavor my team and I discussed many aspects of this extremely complex environment. I penned the attached essay based on those discussions. It is a perhaps somewhat whimsical view of how we tend to look at complex problems. In the essay I am critical of the Army’s (and most of modern society’s) automatic bias towards reductionism, the proverbial “eat the elephant one bite at a time.” While reductionism is useful in some systems, particularly mechanical systems, it has probably done more harm than good when dealing with complex, nonlinear systems (like large urban environments).