Name: Trading Beyond Understanding. Machine Learning, Risk, and Markets
SKU: 65252399
Price: 35.49 USD
Availability: InStock
Author: Christian Borch

portada Trading Beyond Understanding. Machine Learning, Risk, and Markets

Trading Beyond Understanding. Machine Learning, Risk, and Markets

Formato

Libro Físico

Editorial

Stanford University Press

Autor

Christian Borch

Colección

Currencies: New Thinking for Financial Times

Año

2026

N° páginas

256

Encuadernación

Tapa Blanda

Dimensiones

22.9x15.2 cm

ISBN13

9781503645523

Trading Beyond Understanding. Machine Learning, Risk, and Markets

Christian Borch (Autor) · Stanford University Press · Tapa Blanda

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Reseña del libro "Trading Beyond Understanding. Machine Learning, Risk, and Markets"

Machine learning is fundamentally transforming financial markets. Where trading strategies were once crafted by human experts—executed manually or through pre-coded rules—firms now build models that generate the strategies themselves. These are not just tools but trading automatons: semi-independent systems designed to learn from markets and act on their own. Drawing on over a decade of fieldwork in financial markets, Christian Borch offers a rare inside look at how these systems are built, the risks they pose, and how they challenge our understanding of markets and decision-making. As trading automatons grow more complex and opaque—even to their designers—new sociological questions emerge: What happens when machines become the primary agents in markets? And how should we understand economic action when human judgment is no longer at the center? Trading Beyond Understanding is a powerful investigation of machine agency, market transformation, and the shifting boundaries between technological systems and social life.