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The Means of Prediction: How AI Really Works

وسائل التنبؤ: كيف يعمل الذكاء الاصطناعي حقاً (ومن المستفيد)

Not Translated

AI is inescapable, from its mundane uses online to its increasingly consequential decision-making in courtrooms, job interviews, and wars. The ubiquity of AI is so great that it might produce public resignation—a sense that the technology is our shared fate.

As economist Maximilian Kasy shows in The Means of Prediction, artificial intelligence, far from being an unstoppable force, is irrevocably shaped by human decisions—choices made to date by the ownership class that steers its development and deployment. Kasy shows that the technology of AI is ultimately not that complex. It is insidious, however, in its capacity to steer results to its owners’ wants and ends. Kasy clearly and accessibly explains the fundamental principles on which AI works, and, in doing so, reveals that the real conflict isn’t between humans and machines, but between those who control the machines and the rest of us.

The Means of Prediction offers a powerful vision of the future of AI: a future not shaped by technology, but by the technology’s owners. Amid a deluge of debates about technical details, new possibilities, and social problems, Kasy cuts to the core issue: Who controls AI’s objectives, and how is this control maintained? The answer lies in what he calls “the means of prediction,” or the essential resources required for building AI systems: data, computing power, expertise, and energy. As Kasy shows, in a world already defined by inequality, one of humanity’s most consequential technologies has been and will be steered by those already in power.

The Means of Prediction: How AI Really Works
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Bibliographic Data

Author
PublisherUniversity-of-Chicago-PressWebsite
Publisher Addresscustserv@press.uchicago.edu
CountryUSA
Primary CategoryTechnologies and Sciences
Published2025
LanguageEnglish (EN)
Pages224 pages
Editionالأولى
Dimensions5×8
ISBN978-0226839530
Translation
Not Translated

About Maximilian Kasy

**Maximilian Kasy** is professor of economics at the University of Oxford; previously he was an associate professor of economics at Harvard University. His research focuses on machine learning and the social impact of AI.

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