Michelson–Morley experiment
They found that there was, in fact, no substantial difference in the measurements. This was puzzling to the scientific community at the time, and led to the creation of various new theories to explain the result. The most important was the Lorentz factor, which is used in Albert Einstein's special theory of relativity.