What happened
Instawork, a San Francisco recruitment firm, hires individuals to record everyday tasks with body cameras, paying up to $80 for two hours. This footage trains AI models for "physical AI" systems, including humanoid robots, providing real-world human movement data. CEO Sumir Meghani states these roles connect workers to the physical AI economy, offering over $40/hour and technical skill development. Other firms like Meta-backed Scale AI and Micro1 also collect human footage for robotics training.
Why it matters
This data collection model addresses a critical gap for physical AI development, shifting the bottleneck from simulated environments to real-world human interaction data. For founders and product architects developing humanoid robotics, this granular, human-generated data accelerates model training and deployment, reducing the "sim-to-real" transfer challenge. Procurement teams will encounter new service categories for human-in-the-loop data generation, impacting AI training budget allocation as the global humanoid robot market projects to reach $38 billion by 2035.
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