Think from First Principles

Most of the time we reason by analogy — we look at how things have been done before and copy the pattern. That works until the pattern stops fitting. First principles thinking means stripping a problem down to its fundamental truths and building your reasoning up from there, ignoring conventions and assumptions.

This is not about being contrarian for its own sake. It is about asking "What do I actually know to be true here?" and then letting the answer guide you, even if it leads somewhere unfamiliar. It is slower and harder than borrowing someone else's conclusion, but it is how genuinely new solutions get found.