Comments on the claims of Paul Bloom in his book 'How Children Learn the Meanings of Words' that concepts depend on psychological essentialism. Limitations on the analysis of abstract concepts like stockbroker in terms of perceptual dimensions alone; Role of psychological essentialism in the formation of concepts; Suggestion on the use of a broader notion of similarity space to explain the features of concepts.