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This paper is a conceptual investigation into the notion of a network as a form of social organization for the production of excellent research. This metaphor has been particularly attractive to social scientists and managers of cooperative research, because it seems to connote what is organic, flexible and libratory in communication and in the philosophy of language. The paper criticizes this preconception. In particular, it shows that, while Wittgenstein's philosophy may indeed encapsulate the virtues that partisans for the networking trope admire, they are mistaken in thinking that they can claim his authority for the use they make of this figure. The thought that they can do so results from inattention to features of the development of his ideas about language, particularly his fervent anti‐scientism. I conclude that an over‐stretched use of the metaphor obscures its constraining signification.
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