Core Viewpoint - Boston Dynamics has significantly upgraded its Atlas robot, enabling it to possess 3D spatial awareness and real-time object tracking capabilities, allowing it to autonomously perform more complex industrial tasks [1][6]. Group 1: Atlas's New Capabilities - Atlas can now rotate its head and waist 360°, demonstrating agility in performing tasks [4]. - The robot successfully identifies and places automotive parts in the correct locations, showcasing its advanced perception and interaction abilities [2][10]. - The upgrade has garnered positive feedback from viewers, with over 100,000 views and nearly 8,000 likes on the official YouTube video [8]. Group 2: Technical Enhancements - The upgrades stem from a complete redesign of Atlas's perception system, integrating 2D and 3D perception technologies, object pose tracking, and precise calibration based on physical characteristics [6][13]. - Atlas's 2D perception system detects surrounding objects and potential obstacles, using object identification and boundary boxes to provide environmental information [22][24]. - The 3D perception system allows Atlas to understand its spatial relationship with target objects, utilizing key point-based positioning modules [28][30]. Group 3: Object Interaction and Calibration - Atlas's object manipulation capabilities rely on accurate, real-time object-centric perception, integrating kinematic data, visual data, and force feedback [42]. - The calibration process ensures that Atlas's visual perception aligns accurately with its physical actions, which is crucial for executing precise tasks [50][52]. - Future plans include developing a unified foundational model for Atlas, transitioning from traditional perception to a more integrated approach of perception and action [55].

Core Insights - The forum held during the 2025 China Mobile Cloud Intelligence Conference focused on the theme "AI New Engine, Intelligent Innovation for the Future," highlighting the rapid maturity of motion and perception intelligence technologies [1][2] - China Mobile aims to extend its "5G+" strategy to "AI+" by building an integrated "cloud-network-intelligence" foundation to support the new economic drivers of intelligent automobiles, smartphones, and robots [2] Group 1: Technological Advancements - Motion and perception intelligence technologies are transitioning from experimental stages to production lines, becoming key drivers for high-quality economic development [2] - China Mobile is deploying over 10,000 intelligent computing clusters and developing a multi-modal general model matrix called "Nine Heavens" to support the new intelligent products [2][3] Group 2: Innovative Solutions - China Mobile introduced a welcoming and guiding robot solution that offers personalized interactions and data-driven marketing capabilities, enhancing brand operations [3] - The company also launched customized AI glasses equipped with real-time translation services covering 40 languages and recognizing 90 accents, catering to diverse business needs [3] Group 3: Collaborative Ecosystem - The forum featured discussions among industry leaders on the collaborative innovation of motion and perception intelligence, aiming to provide new ideas for cross-industry integration [3] - China Mobile emphasizes its unique advantages in infrastructure capabilities to inject new momentum into the high-quality development of the digital economy [3]