The evolving behavior of urban movement can be surprisingly framed through a thermodynamic framework. Imagine thoroughfares not merely as conduits, but as systems exhibiting principles akin to transfer and entropy. Congestion, for instance, might be viewed as a form of localized energy dissipation – a wasteful accumulation of vehicular flow. Conv