The goal of the Busy Beaver contest is to find n-state k-color Turing machine programs that run for as long as possible before halting. It’s basically an optimization problem: what is the longest finite computation that can squeezed out of a program of a certain length? Or from the flip-side: how much description can be packed into a program of a certain length?
