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- Physical AI meets the factory floor’s hard requirements
虎嗅 AI’s analysis of the China International Industry Expo says physical AI is entering factory pilots for tasks such as variable-material sorting, machine loading, process work and quality inspection. ABB Robotics China president Han Chen said small-batch, multi-variety production with frequent changeovers is particularly suitable, while the report says deployments must still meet strict requirements for safety, efficiency, cost and operational stability. The report highlights Siemens’ pilot scenarios and ABB’s AI Robot Trainer integration as approaches to testing and reusing capabilities, as well as a Hitachi-Fanuc collaboration. It argues that adoption depends on stable performance and fitting into existing equipment, software and management systems without transferring excessive adaptation work to vendors.
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