The discussion centers on proving that the solution of a heat equation becomes smoother over time, emphasizing the concept of time irreversibility in heat equations. Participants clarify the terminology around "coarsen" and "smoother," agreeing to focus solely on the latter. A key example provided involves a periodic boundary condition where the solution can be expressed as a Fourier series, demonstrating the smoothing effect as time progresses. There is a request for alternative explanations that do not rely on Fourier expansions or kernel methods, highlighting a desire for a more intuitive understanding of the solution's behavior. The conversation reflects a deeper inquiry into the mathematical foundations of heat equations and their properties over time.