







Professor Mark Graham highlights the hidden human cost of AI and shares observations from his latest book 'Feeding the Machine: the Hidden Human Labour Powering AI'.
The hidden cost of AI: In conversation with Professor Mark Graham
The hidden cost of AI: Countless humans toil in monotonous, low-paid jobs to power the algorithms behind our tech. Professor Mark Graham exposes this digital sweatshop, calling for accountability and worker rights.

Feeding the Machine: The Hidden Human Labour Powering AI


AI can cost more than human workers now
When AI labs raise prices, big spending on AI could shift from a flex to a liability.

Microsoft reports are exposing AI's real cost problem: Using the tech is more expensive than paying human employees | Fortune
Companies are racing to incentivize employees to use AI. But as some companies are finding, the more employees that use the technology, the heavier the bill.

James Muldoon, Mark Graham and Callum Cant: ‘AI feeds off the work of human beings’
The Fairwork trio talk about their new book on the ‘extraction machine’, exposing the repetitive labour, often in terrible conditions, that big tech is using to create artificial intelligence

Labor market impacts of AI: A new measure and early evidence
Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.
What AI coding costs you | Tom Wojcik
What's the effect of the prolonged AI usage among coders and is it tracked correctly, if it all?
Comprehension Debt - the hidden cost of AI generated code.
Comprehension debt is the hidden cost to human intelligence and memory resulting from excessive reliance on AI and automation. For engineers, it applies most to agentic engineering.

AI Benefits - But at What Cost?
In 2026 we can all agree that AI and agentic development are certainly exciting topics which many see yielding great productivity gains. But as the investor-subsidized pricing of these services gives way to realistic and profitable business models, where will the real costs land?

Bosses Are Blowing More Money on AI Agents Than It'd Cost Them to Just Pay Human Workers
Some organizings are finding themselves spending more on AI token fees than they do paying human salaries.

What we can’t measure about AI – yet | Aeon Essays
The costs of transformative innovations are immediately clear: it’s the longterm gains that are hardest to understand

AI's Affordability Crisis
A year ago in The Back Of The AI Envelope I pointed out that the AI platforms were running the drug-dealer's algorithm, "the first one's fr...


Workers powering the AI industry face terrible conditions, but they shouldn’t have to – interview
Mark Graham, founder of the Fairwork initiative, notes that most of the labour in the AI supply chain is data work primarily done in low-income countries in poor conditions.

The Jevons Paradox of AI - Wesley's notes
Why AI can make us more productive but will never save us time