Training Robots That Could Replace Us: The Dark Side of AI in India (2026)

In the heart of India, a peculiar scene unfolds as workers toil under the watchful eye of technology. Among them is 30-year-old Ashish Narayan, a machine technician who, each morning, straps a small recording device to his forehead. This device, an unassuming companion, becomes the silent observer of his daily routine, capturing every subtle movement and instinctive action. The purpose? To teach robots the art of human precision.

Narayan's experience is not an isolated incident but a reflection of a global trend. AI and robotics companies are increasingly turning to workers like him to gather 'egocentric data' - first-person recordings of human activity. These recordings, rich in detail, reveal the intricate dance of human hands adjusting machine levers, the delicate grip needed to handle fabric, and the instinctive reactions to tiny changes in movement. It's a treasure trove of information that robots desperately need to bridge the gap between automation and human-like adaptability.

The ambition is grand: to create robots that can operate in dynamic environments, constantly adjusting to unpredictable conditions. But this pursuit of technological advancement comes at a cost. Workers, like Narayan, are not just recording their tasks; they're also giving a piece of themselves. The data they generate, years of tacit skill, muscle memory, and embodied knowledge, is a powerful tool that could one day replace them. The irony is not lost on Narayan, who feels like he's working in his own grave while crafting the very casket that may hold his future.

This phenomenon is not confined to textile factories alone. In Tamil Nadu, women workers don smart glasses made by Meta, recording their hand movements as they pack items with precision. These workers, unaware of the data's fate, are unknowingly contributing to the creation of robots that could potentially displace them. The power imbalance is stark, with workers having little control over the data's use and the potential consequences.

The demand for such data is insatiable. Companies like Objectways, a US-based AI data solutions firm, are contracting hundreds of workers in India, across various factory floors, to record tasks from cutting fruits to folding clothes. Ravi Shankar, President of Objectways, acknowledges the workers' fears, but argues that these machines could be used for tasks humans don't wish to do or in places humans can't access. He envisions a future where machines clean dirty public bathrooms, freeing humans to seek better living.

However, the ethical concerns linger. Manish Agarwal, co-founder of Humyn Labs, recognizes the appetite for millions of hours of such data. Yet, he questions the value of data collected at home, suggesting that the demand may be dictated by the environments where robots will operate. Narayan, the Nagpur technician, remains in the dark about the fate of his recordings, wondering if the machine will eventually know who he is.

As the sun sets on another workday, Narayan's words echo, 'I'm not just recording my tasks; I'm also giving a piece of me. The machine will eventually know who I am.' This sentiment encapsulates the complex emotions of workers caught in the crosshairs of technological advancement, where the line between progress and displacement is blurred.

Training Robots That Could Replace Us: The Dark Side of AI in India (2026)

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