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- Robot Data Collection Faces IPO Scrutiny and Business Model Pressure
TMTPost reports that China established 106 humanoid-robot data-collection centers in under two years, most jointly built by public and private entities. It describes a model in which companies sell robots to collection centers, which use them to gather data that the companies later buy back for model training. Mech-Mind founder Shao Tianlan and other industry participants alleged that some firms used such transactions to inflate revenue; the report did not independently establish the allegations. Since the second quarter, IPO inquiries for robot companies on the STAR Market and Beijing Stock Exchange have reportedly focused on revenue authenticity, related-party transactions and sustainable gross margins. One collector cited by the report said data prices fell from more than 200 yuan per hour last year to more than 100 yuan this year. The report also describes a shift from robot teleoperation toward bodyless collection, and presents the potential effect on demand for robot-based collection as conditional rather than demonstrated.
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