The Second Derivative Test

You've found a flat spot where ∇f = 0. But is it the top of a hill, the bottom of a bowl, or a saddle pass that rises one way and dips another? Guessing is risky on a surface you can't picture. Luckily one number — built from second derivatives — settles it every time.