It's interesting that it seems to be back to the future, where picking the right problem to solve and evaluating the taste of the solution are still paramount, unless I suppose you either can afford massive amounts of compute to find the correct optimum by chance, or you know the solution space is so vast you'll never find it, and are fine with having some agent slop it's way through each time you want a change.