My preferred solution to the great filter is to assume that things like Dyson spheres can't feasibly be built, at any level of technological development.

So there may be millions of civilizations that can get into orbit with chemical or nuclear rockets, but not a single one that can carry out a megaproject that could be seen from Earth.