One thing you can bet your life on is that atom physics and particle physics are *very* mature sciences.
"mature" is a relative term. One cannot be so arrogant to claim human has known everything about nature. Quantum physics is not the final words. For example, dark matter and dark energy : nobody knows anything about it and they comprise about 90% of the universe. One has to be humble what one knows and what one does not know.