Nature is chaotic, with thousands of variables in things like weather or biology. This problem makes it hard for humans to write simple formulas. Duke researchers' solution is an AI that finds "hidden" simple rules in the mess. It turns huge datasets into 10x smaller, readable models. This benefits us by helping scientists predict system failures or climate changes where traditional physics is too complex to use.