The Beginning of Infinity: Explanations That Transform the World

by David Deutsch

The difference between humans and other species is in what kind of knowledge they can use (explanatory instead of rule-of-thumb) and in how they create it (conjecture and criticism of ideas, rather than the variation and selection of genes).