From click to cost:The human & climate toll of Artificial Intelligence

Grab from The Dark Side of AI: Exploitation of Humans and Nature

The Dark Side of AI: Exploitation of Humans and Nature

DW Documentary delivers a hard-hitting look at what we don’t see behind a single AI prompt—linking everyday digital use to real human and environmental costs.

MELBOURNE, 11 June 2026: Artificial intelligence may be the buzzword of our time, widely discussed and increasingly embedded in daily life. But as DW’s latest documentary The Dark Side of AI: Exploitation of Humans and Nature reveals, there is little that is truly “artificial” about its impact.

I came across the documentary during an early morning scroll on YouTube, unprepared for the depth of what would follow. What begins as curiosity quickly turns into discomfort, as the film lays bare a chain of consequences often invisible to users. It is, quite simply, an unsettling watch.

The documentary challenges the popular image of AI as a clean, almost magical force driving progress. Instead, it presents a system deeply reliant on resource-intensive infrastructure and a largely invisible human workforce.

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At its core are vast data centres—expanding rapidly, consuming enormous amounts of electricity and water, and often powered by fossil fuels. These facilities already account for more than 2% of global electricity usage, a figure expected to rise sharply with AI’s continued growth.

Equally striking is the human cost. The film spotlights millions of low-paid data workers—many in the Global South—who train AI systems by labelling and moderating content. Estimates cited suggest around 430 million data workers globally, with an even larger informal or “hidden” workforce supporting AI processes.

These workers are frequently exposed to disturbing material, including violence and abuse, to help AI systems learn content moderation. The psychological toll is significant, yet protections are minimal. Interviews from Kenya offer particularly stark insights, raising serious concerns about labour conditions that verge on exploitation.

The documentary also explores broader systemic issues, including AI-driven surveillance, algorithmic bias, and what experts describe as “data colonialism”—the extraction of data from communities in the Global South without equitable returns.

Its central argument is clear: AI is not merely a technological innovation but a commercial system shaped by power, profit, and global inequality. Without robust governance and ethical oversight, it risks deepening existing social and environmental divides.

By connecting the seemingly simple act of typing a prompt to its wider consequences, the film delivers a sobering reminder of the hidden costs of convenience. It is eye-opening, meticulously researched, and uncomfortable in all the right ways.

Credits:
Directed by Guillaume Pitron and Adèle Flaux, the documentary features insights from experts including Sana Ahmad and Prof. Richard Heeks, alongside whistleblower accounts. Edited by Nils Otte and produced by Klaus Scherer.

Rating: 4.5/5

By Neeraj Nanda

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