Newton's method is a technique to estimate roots of a differentiable function. Invented by Newton in 1669, it remains a stalwart tool in numerical analysis. When used as intended it's remarkably efficient and stable. After a little experimentation, Newton's method yields some surprises that are very nice illustrations of chaos.