Many groundbreaking ideas have been a result of boiling things down to the first principles and then substituting one of the key parts for a more effective solution.
The best solution is often not where everyone is already looking. After getting to the facts, first principle thinking helps you make a plan to improve each little piece, which often leads to exploring for better substitutes, even in other disciplines.