We express Boltzmann's kinetic equation in the form of the recently pr
oposed General Equation for the Non-Equilibrium Reversible-Irreversibl
e Coupling (GENERIC). This GENERIC formulation demonstrates that no di
ssipative potential is required for representing Boltzmann's kinetic e
quation in a general framework for non-equilibrium systems.