The evolving dynamics of urban flow can be surprisingly framed through a thermodynamic lens. Imagine streets not merely as conduits, but as systems exhibiting principles akin to energy free water pump energy and entropy. Congestion, for instance, might be interpreted as a form of specific energy dissipation – a wasteful accumulation of motorized