Zeynep's law: Until there is substantial and repeated evidence otherwise, assume counterintuitive findings to be false, and second-order effects to be dwarfed by first-order ones in magnitude.
— zeynep tufekci (@zeynep) January 5, 2022
That is a great law and a heuristic I was already using but it helps to have it more formalized.