book

Atlas of AI

Kate Crawford's investigation into AI's hidden material, labor, and environmental costs, revealing the infrastructure behind machine learning systems.

Atlas of AI
Type
book
Year
2021
By
Kate Crawford
Publisher
Yale University Press
ISBN
9780300209570

Atlas of AI examines the physical and social infrastructure underlying artificial intelligence systems, challenging the notion that AI is purely digital or immaterial. Crawford traces the supply chains, mining operations, data centers, and human labor that enable machine learning, from rare earth mineral extraction to content moderation work in the Global South. The book argues that understanding AI requires mapping these often-invisible dependencies and their environmental and social costs.

Published in 2021, the work has become influential in critical AI studies and technology ethics, shaping how researchers, policymakers, and the public understand AI's true footprint. Crawford combines investigative journalism with academic rigor, visiting sites of extraction and labor to document firsthand the human and environmental toll of AI development.

Last updated 31 August 2026