Workers across India and other countries are being paid to film their work activities to generate training data for artificial intelligence development, particularly for physical AI systems designed to control robots. Mohammed Ashim, a barber in Bengaluru, wears a head-mounted camera that records his hands and fingers while he works, with client faces blurred for privacy. He receives compensation for approximately five to six hours of daily filming. Companies like Rashdan Technologies and Humyn Labs collect and process this human-generated video data, which they then sell to technology firms and research organizations developing robotic systems.
The compensation for this work ranges from $5 to $10 for eight to ten hours of recorded activity. Data collection firms emphasize that workers provide informed consent and that personal identifying information is excluded from the footage sold to clients. However, as demand for more comprehensive data increases, companies are requesting workers to wear multiple cameras mounted around their heads to capture full scenes rather than just hand movements. This more extensive setup presents additional challenges in securing worker participation and commands higher compensation rates.
The demand for such data stems from the need to train AI systems on real-world physical tasks that cannot be adequately replicated in computer simulations. Robots learning to navigate actual environments require high-quality video capturing precise limb movements, grip force application, and contextual details. Currently, no comprehensive internet archive of embodied human activity exists, so this information must be captured directly in real environments across diverse locations and work settings.
Humyn Labs operates with approximately 96,000 data collectors across Latin America and Southeast Asia, filtering and labeling thousands of hours of video footage for client use. The industry is expanding rapidly, with dozens of new competitors expected to emerge. However, concerns exist regarding long-term employment implications for workers participating in this data collection. Experts note that while AI may benefit some workers as a tool, automation could eliminate certain jobs entirely, potentially leaving workers with limited recourse once technological displacement occurs. Some academics have called for government regulation of AI development to ensure ethical implementation and protect worker interests.
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