When thinking of complex problems, a helpful approach could be to get to the essence of the problem. This is a difficult process in most cases and takes some training and experience.
Of course, one needs to also make one’s assumptions clear at the outset and then identify the first principles.
After these two steps, the complex problem may become easier to understand. Once such an approach is adopted, it becomes easier to think in terms of first principles.