（原标题：人工智能新风吹进千行百业，落地攻坚仍面临三大难题） AI想真正迈入应用"深水区"，仍面临三大难题。 这正是AI技术落地的具象化场景。上述负责人表示："我们的咖啡机器人就配备了智能视觉捕捉和识别系统，靠AI建立了学习能力，通过视觉捕 捉和3D建模，专业咖啡师在它面前展示的拉花技巧，它可以看懂并学会，然后完美复刻出来。" 当咖啡机器人正在忙碌为参展者提供饮品的同时，一个挂着数枚金牌的机器人正张开双手，以"拥抱"的姿态面向参展者。这是领益智造的"领 珑"机器人，在近期结束的首届世界人形机器人运动会上，该机器人斩获了物料搬运技能竞技、混料分拣技能竞赛双料冠军。 领益智造相关工作人员告诉记者："'领珑'主要能力是分拣，它搭载了我们自主研发的智能高精度视觉引导技术和创新的空间抢占式抓取算法，能 够在物料混乱堆放的情况下精准选出需要的物料，高效进行分拣。它未来的应用场景将会非常广阔，能在大部分工厂里面当个好员工。" 在"领珑"机器人不远处，几台无人看管的收银机也吸引了很多人驻足。无需人工操作，只需把餐盘放到识别区，机器就能自动识别出餐盘上有哪 些菜、需要支付多少钱，高效完成收银工作，这是深圳市银歌云技术有限公司推 ...

机械臂灵活摇晃，让奶白色的冰淇淋在塑料杯里堆叠成一座小山，两位欧洲参展商小心翼翼地接过机器 人递过来的冰淇淋，一边品尝一边朝工作人员频频点头……这是发生在8月27日召开的2025 AGIC 深圳 （国际）通用人工智能大会上的一幕。 AI摁下"加速键" 只需在屏幕选一杯咖啡，机器人就能在90秒内全自动制作一杯拉花精美的咖啡，浓香扑鼻。在大会现 场，安诺机器人（深圳）有限公司相关负责人告诉记者，这次公司把整个"饮品天团"都搬到了展会上， 能通过机器人完成做奶茶、咖啡拉花、打冰淇淋、调酒等各项复杂技能，"以后会有越来越多的饮品店 出现'机器人员工'"。 "人工智能+"在这场大会上被具象化，从机器人"饮品天团"到智能驾驶汽车，从AI零售新生态到"城市大 脑"，人工智能正驾驶着机器人等"硬件快车"、踩着油门冲进千行百业。不过证券时报记者了解到， 在"人工智能+"行动大规模落地的新阶段，AI想真正迈入应用"深水区"，仍面临技术"通而不专"、数 据"质缺量少"、成本居高不下等难题。 从云端落到身边 这正是AI技术落地的具象化场景。上述负责人表示："我们的咖啡机器人就配备了智能视觉捕捉和识别 系统，靠AI建立了学习能力，通过 ...

Core Insights - The company, Lingyi Zhizao, achieved significant success at the inaugural World Humanoid Robot Games in August 2025, winning two gold medals in material handling and mixed sorting competitions, and a bronze medal in material organization, marking a new milestone for Chinese intelligent manufacturing [4][5][6]. Group 1: Technological Advancements - Lingyi Zhizao's robots, "Linglong" and "Panshi," showcased breakthrough technologies, including an "intelligent high-precision visual guidance technology" that reduced the average time for target recognition and precise grabbing to an impressive 0.8 seconds, maintaining a success rate of 95% even under extreme conditions [6][8]. - The company developed a "dual-arm collaborative function" that resolved common issues of torque oscillation during dual-arm operations, allowing for smooth movements with 17 degrees of freedom within an 11.5-meter working radius, resulting in a 220% efficiency increase compared to traditional single-arm solutions [8][12]. Group 2: Preparation and Strategy - The preparation for the competition involved months of rigorous training and simulations, including the creation of a "shadow battlefield" that replicated the competition environment with over 80% similarity, allowing for extensive testing and refinement of strategies [10][12]. - The company aims to establish itself as a top-three global manufacturer of embodied intelligent hardware, focusing on core components like servo systems and reducers, while also providing comprehensive hardware manufacturing services and unlocking industrial application scenarios [17][18]. Group 3: Industry Positioning and Collaborations - Lingyi Zhizao's participation in the competition served as a validation of its capabilities in industrial scene implementation, showcasing its strength in transforming robotic technology into practical industrial productivity [15][20]. - The company has engaged in strategic collaborations with various partners, including a joint venture with Zhiyuan, focusing on the development and optimization of industrial humanoid robots, and has signed agreements with leading companies in brain-computer interface technology and intelligent technology [19][20]. Group 4: Future Outlook - The World Humanoid Robot Games provided Lingyi Zhizao with insights into its position within the global landscape, allowing the company to observe and learn from other top teams, particularly in autonomous decision-making model technologies [20][21]. - The company's strategic layout aims to support the large-scale implementation of embodied intelligence, integrating perception, decision-making, and execution to drive advancements in the robotics industry [21].

Core Viewpoint - The article highlights the impressive achievements of Lingyi Zhizao's robots at the 2025 World Humanoid Robot Games, showcasing their advanced technology and capabilities in material handling and sorting competitions, ultimately winning two gold medals and one bronze medal, marking a significant milestone for Chinese manufacturing in the robotics field [4][12]. Group 1: Competition Achievements - Lingyi Zhizao's robot "Linglong" demonstrated exceptional performance by achieving a near 100% success rate in material handling tasks, scoring 313.5 points to win the championship [1][4]. - The robot excelled in a challenging environment, quickly identifying and accurately picking up targets among similar-looking items, leading to a decisive victory [1][4]. Group 2: Technological Innovations - The success of Lingyi Zhizao's robots is attributed to their proprietary "Intelligent High-Precision Visual Guidance Technology," which reduces the average time for target recognition and precise grabbing to an astonishing 0.8 seconds, maintaining a success rate of 95% even under extreme conditions [5][7]. - The development of a "Dual-Arm Coordination Function" significantly enhanced efficiency, achieving a 220% improvement in handling irregularly shaped items compared to traditional single-arm solutions [7][12]. Group 3: Preparation and Reliability - The preparation for the competition involved months of rigorous training and simulations, including the creation of a near-exact replica of the competition environment for practice [9][11]. - The team conducted continuous 72-hour reliability tests to ensure the robots could perform under various extreme conditions, leading to the design of a new 7-axis robotic arm tailored for the competition [11][12]. Group 4: Strategic Vision - Lingyi Zhizao aims to become one of the top three manufacturers of embodied intelligent hardware globally, focusing on core components and comprehensive manufacturing services [16][18]. - The company's "Three-in-One" strategy emphasizes core technology development, hardware empowerment, and unlocking industrial application scenarios, which are crucial for the future of embodied intelligence [16][19]. Group 5: Collaborative Efforts - The company has established partnerships with leading domestic and international humanoid robot firms, focusing on collaborative development in various advanced fields, including new materials and sensor technology [17][19]. - Lingyi Zhizao's participation in the competition serves as a platform for learning and benchmarking against global leaders, enhancing its capabilities in autonomous decision-making and industrial automation [18][19].