The invisible labour behind 'intelligent' machines
https://theloop.ecpr.eu/the-invisible-labour-behind-intelligent-machines/

Data Work in Egypt: The Hidden Workforce Behind AI
https://diplab.eu/diplab-releases-major-report-on-data-work-in-egypt-the-hidden-workforce-behind-ai/

Data Workers’ Inquiry: Global, participatory research initiative
https://data-workers.org/

Behind generative AI curtain is gruelling, low-paid human work
https://www.dawn.com/news/1949310

Data Grab: The New Colonialism of Big Tech and How to Fight Back
https://www.penguin.co.uk/books/455862/data-grab-by-couldry-ulises-a-mejias-and-nick/9780753560204

The invisible labour behind 'intelligent' machines

Tech leaders compare AI’s electricity demand to the energy needed to ‘train a human’. In doing so, they judge people and server racks by the same dehumanising efficiency metric. Soumi Banerjee and Mo Hamza explain how this logic is most brutally realised in planetary AI supply chains; in the hidden work that makes 'intelligent' machines seem autonomous

The Loop

Ghost Workers in the AI Machine
https://cwa-union.org/ghost-workers-ai-machine

Feeding the Machine: The Hidden Human Labor Powering AI
https://www.bloomsbury.com/us/feeding-the-machine-9781639734979/

Behind Every “Smart” AI Tool Lies a Human
https://economictimes.indiatimes.com/ai/ai-insights/behind-every-smart-ai-tool-lies-a-human-cleaning-up-its-chaos/articleshow/123690592.cms

I’m Kenyan. I Don’t Write Like ChatGPT. ChatGPT Writes Like Me
https://marcusolang.substack.com/p/im-kenyan-i-dont-write-like-chatgpt

The Human Cost of Artificial Intelligence: Stories from the Digital Mines
https://aylgorith.com/49bk

How thousands of ‘overworked, underpaid’ humans train Google’s AI to seem smart
https://www.theguardian.com/technology/2025/sep/11/google-gemini-ai-training-humans

Ghost Workers in the AI Machine:

U.S. Data Workers Speak Out About Big Tech’s Exploitation

Communications Workers of America