The evolving behavior of urban transportation can be surprisingly framed through a thermodynamic framework. Imagine streets not merely as conduits, but as systems exhibiting principles akin to transfer and entropy. Congestion, for instance, might be free energy statistical mechanics viewed as a form of specific energy dissipation – a inefficient