Indian workers wear head cameras to supply training footage for robot AI

A growing number of workers in India are being paid to record themselves at work with head-mounted cameras, supplying video that technology companies use to train artificial intelligence, according to a report by BBC News. The footage feeds what is known as physical AI, the kind of system designed to control robots in the real world.

How the data trade works

Local firms recruit people such as barbers, garment workers and people doing household chores to wear cameras for hours at a time. The recordings focus on hands and fingers, and faces are blurred. The video is then filtered, labelled and packaged before being sold to robotics companies and research labs. Hundreds of thousands of people worldwide are reported to be doing this kind of work.

Shahil Baig, chief executive of Rashdan Technologies, said his company pays $5 to $10 for eight to 10 hours of recorded work. He said clients now want four to six cameras fitted around a person's head to capture whole scenes, which is harder to win consent for and is paid at a higher rate.

Manish Agarwal, founder of Humyn Labs, argued that robots cannot be trained only in computer simulations. He said there is no existing archive of real-world physical activity, so it must be captured from scratch. His firm has 96,000 collectors across Latin America and Southeast Asia, and he expects dozens more competitors to appear in India this year. He warned that India risks remaining a supplier of raw footage and should aim to own the processing, validation and standard-setting stages instead.

Questions over jobs

Bino Paul, a senior professor at the Tata Institute of Social Sciences in Mumbai, said it is too early to know whether these workers are helping build machines that will replace them. He cautioned that by the time workers understand their role, "things may have gone too far", and called for government regulation of AI. For many participants, though, the extra income is the main draw.

What it means for technology readers

The report highlights how AI development increasingly depends on new types of real-world data, not just text and images gathered online. Anyone following the AI and robotics sector may see more data-collection services, privacy debates around wearable recording, and discussion of fair pay for the people whose work trains these systems.