WORK
Ghost Work
Mary Gray and Siddharth Suri's 2019 book — the definitive academic documentation of the hidden human labor force powering AI — that provides the empirical foundation for understanding what Janah's framework was operating at the leading edge of.
Ghost Work: How to Stop Silicon Valley from Building a New Global Underclass (Houghton Mifflin, 2019) documented the vast, invisible workforce of humans who perform the labor that makes artificial intelligence appear autonomous — data annotation, content moderation, on-demand micro-tasks, the training and evaluation work that every major AI system depends on. Gray and Suri's five-year ethnographic research across four countries established that the labor was not peripheral to AI but foundational, that the workers performing it numbered in the tens of millions globally, and that the industry's systematic invisibilization of the labor produced working conditions the industry would not defend if they were visible. The book became the academic counterpart to what Janah had been arguing operationally for over a decade, and it provides the broader framework within which the Samasource trajectory can be understood as one instance of a structural pattern.
In The You On AI Field Guide
The book's central empirical contribution was