There are many examples in physics showing that higher precision revealed new phenomena, inspired new ideas, or confirmed or dethroned well-established theories.
in Electromagnetic Traps for Charged and Neutral Particles, Nobel Lecture, December 8, 1989.
Wolfgang Paul - Nobel Lecture: Electromagnetic Traps for Charged and Neutral Particles