Drawing on the work of Pierre Bourdieu, this book develops an original sociology of algorithms as social agents, actively participating in social life. Through a wide range of examples, Massimo Airoldi shows how society shapes algorithmic code, and how this culture in the code guides the practical behaviour of the code in the culture, shaping society in turn. The 'machine habitus' is the generative mechanism at work throughout myriads of feedback loops linking humans with artificial social agents, in the context of digital infrastructures and pre-digital social structures.
Machine Habitus will be of great interest to students and scholars in sociology, media and cultural studies, science and technology studies and information technology, and to anyone interested in the growing role of algorithms and AI in our social and cultural life.
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David Beer, University of York
'Machine Habitus is without question an original and high-quality book. It is one of the first books that uses sociological theory to make sense of machine learning algorithms. Hence it will be essential reading for anyone interested in understanding algorithms and their growing role in our societies.'
Simon Egbert, Universität Bielefeld