It is often forgotten that US Defense Secretary Donald Rumsfeld emerged from a comfortable retirement to reorganize the American military into a smaller, more agile force, using some of these same insights. But the planning for the Iraq invasion, in which Rumsfeld advocated the use of fewer troops than advised, suggests a poor understanding of distributed systems.