So, as the blurb on the cover proclaims: What Science Is and How It Works is an outstanding book by a fine writer. Physical scientists, especially, will love it, for it largely adopts their perspective. Indeed, the last quarter of the book deviates into their favourite themes, such as dimensionality, chaos, symmetry, feedback and nonlinearity. Strangely, though, Derry does not ask the big questions about die "unreasonable efficacy" (as Eugene Wigner once put it) of madiematics in science, and backs away from algebra and algorithms into arithmetical talk about "models".