The platform runs on human labour. The interface shows none of it.
Literal meaning Ghost — invisible, absent from the record. Work — labour. Ghost Work is the term Mary Gray and Siddharth Suri coined for the invisible human labour that underpins digital platforms and AI systems.
Origin Mary Gray and Siddharth Suri coined the term in Ghost Work (2019), documenting the global ecosystem of on-demand workers who perform the tasks that automation cannot — content moderation, data labelling, quality control — through platforms including Amazon MTurk, CrowdFlower, and Appen. Casilli (2024) extends the analysis to AI training pipelines, arguing that ghost work is structurally embedded in the production of all contemporary AI.
Invisible on-demand human labour that makes digital platforms and AI systems function — essential to the operation, erased from the product narrative.
The Appeal Ghost work provides income and flexibility to workers globally, many in regions without equivalent formal employment alternatives.
The Friction Gray and Suri document the structural precarity: no minimum wage, no benefits, no continuity, no appeal against algorithmic dismissal. The labour is invisible by design — platforms present their products as automated precisely because the human labour undermines the narrative of technological autonomy. Mechanical Turk is the emblematic platform; ghost work names the broader condition.
Why This Matters Once you see ghost work as the hidden foundation of AI, you see that every interaction with an “intelligent” system rests on a supply chain of invisible, poorly protected human labour — and that the invisibility is a product decision.
Related terms: Mechanical Turk · Technofeudalism · Surveillance Capitalism · Deskilling
Read more:
- Ghost Work: How to Stop Silicon Valley from Building a New Global Underclass — Gray, M.L. & Suri, S. (2019). Houghton Mifflin Harcourt
- Digital Labor and the Inconspicuous Production of Artificial Intelligence — Casilli, A.A. (2024). arXiv