（第八届进博会）从进博会看人形机器人“进化论”

Core Insights - The eighth China International Import Expo (CIIE) showcased humanoid robots transitioning from experimental technology to practical applications, highlighting their evolving roles in various sectors [1][3]. Group 1: Humanoid Robots in Action - Humanoid robots served as guides in the AI experience area, engaging visitors with interactive roles, marking a shift from being mere exhibits to active participants [1]. - At the food and agricultural exhibition, a hyper-realistic robot introduced unique coffee characteristics, demonstrating the versatility of humanoid robots in customer engagement [1]. - An industrial humanoid robot, AEON, showcased its capabilities in quality inspection, operating at four times the speed of humans and performing multiple tasks efficiently [1][3]. Group 2: Technological Advancements - The transformation of humanoid robots is supported by iterative technological upgrades, with a focus on enhancing their agility and functionality [3]. - Industry experts emphasize the importance of intelligent models for humanoid robots, suggesting that their evolution depends on advancements in their cognitive capabilities [3][4]. - The development of humanoid robots is driven by a feedback loop involving quality data, algorithm improvements, and practical applications, which are crucial for their ongoing evolution [4].