The book "Chaos: Making a new science" explores chaos theory, a new branch of physics that looks at how simple and complex factors interact. While math can only solve basic equations, computers now reveal a whole new way nature behaves with non-linear equations. This discovery has huge implications for all scientific fields and philosophical ideas.