The evolving dynamics of urban flow can be surprisingly understood through a thermodynamic framework. Imagine streets not merely as conduits, but as systems exhibiting principles akin to heat and entropy. Congestion, for instance, might be considered as a form of specific energy dissipation – a suboptimal accumulation of motorized flow. Conversel