Trading Beyond Understanding: Machine Learning, Risk, and Markets

Author:   Christian Borch
Publisher:   Stanford University Press
ISBN:  

9781503645523


Pages:   232
Publication Date:   06 February 2026
Format:   Paperback
Availability:   Not yet available   Availability explained
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Trading Beyond Understanding: Machine Learning, Risk, and Markets


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Author:   Christian Borch
Publisher:   Stanford University Press
Imprint:   Stanford University Press
ISBN:  

9781503645523


ISBN 10:   1503645525
Pages:   232
Publication Date:   06 February 2026
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Not yet available   Availability explained
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

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Reviews

""Borch's interviews and observations root the book firmly in the everyday life of algorithmic finance. What he writes is always sober, clear and well-informed; there is no directly competing work. This is, in short, scholarship of the highest order. An important, influential book."" - Donald MacKenzie, University of Edinburgh ""The book is a first in offering a comprehensive, empirical analysis of the rapid internal development of automated trading in trading firms from an economic sociology perspective. Theorists will love the book too for its deep cutting questions about the central notion of agency and actorhood in social science. The book is written in a pleasantly narrative style, an enormous plus when the subject matter is technical and as cut off from public view and scientific understanding as in ML."" - Karin Knorr Cetina, University of Chicago


Author Information

Christian Borch is Professor of Sociology at the University of Copenhagen. He is the author of The Politics of Crowds (2012) and Social Avalanche (2020), and co-editor of The Oxford Handbook of the Sociology of Machine Learning (2025).

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