The problem with analogous thinking is that it has the potential to miss the finer details needed when trying to understand the unknown. First principles clears a lot of these details up by getting to the origin of the concept.
Thinking with first principles is important because it helps you get a better understanding of complex problems and concepts.
Do you see how your career has widened? You went from “marketer” to “anything which gets recognized.”