Group 1 - The CES 2026, themed "Smarter AI for All," will take place in Las Vegas, showcasing over 4,500 tech companies and focusing on cutting-edge AI technologies and future trends [1] - Embodied intelligence emerged as a core highlight of the exhibition, demonstrating its advantages in perception, autonomous interaction, and precise execution across various sectors [3] - Humanoid robots showcased a transformation from "showmanship" to "practicality," with companies like Accelerated Evolution and Galaxy General demonstrating their potential in diverse scenarios such as home life and commercial operations [5] Group 2 - The "Embodied Tian Gong 2.0" from Beijing Humanoid Robot Innovation Center showcased fully autonomous sorting of components while interacting with the audience, emphasizing the robots' capability to perform tasks [6] - Boston Dynamics announced that its Atlas robot will gradually enter automotive factories to assist with repetitive tasks like sorting and organizing components, indicating a trend towards industrialization in this field [6] - Turing Robot (Beijing Light Year Infinite) has developed a full-stack capability from algorithms to applications and hardware, with annual shipments of AI consumer hardware exceeding 20 million units, totaling over 100 million units shipped [9] Group 3 - Turing Robot aims to deepen the integration of embodied intelligence with physical hardware, focusing on providing intelligent technology for education, companionship, and daily life [9] - The company is recognized as a leading AI embodied intelligence R&D tech firm in China, with a mission to provide personalized AI robots for everyone [12] - Key products include the Turing AI embodied intelligence development platform with over 1.5 million registered developers, TuringOS with over 100 million device authorizations, and Turing Smart Learning, which serves over 200,000 students in K12 education [13]

Core Viewpoint - The article emphasizes the significant upgrades in the AI hardware platform TuringOS by Beijing Guangnian Wuxian (Turing Robot), focusing on stability, performance, cost control, and security to support a large-scale AI terminal service infrastructure. Group 1: Four Core Upgrades - The upgrades are centered around four pillars: stability, performance, cost, and security, aimed at building a more robust AI hardware platform for the future [2]. Group 2: Stability and Performance - A multi-layered guarantee mechanism has been established to ensure stability under high demand, achieving a system service availability (SLA) of over 99.99% during stress tests exceeding 300% of normal peak [3]. - The performance enhancements include a leap in inference efficiency from thousands of tokens to hundreds of thousands, with an average response delay reduction of 65% and a throughput increase of over 50 times, providing a seamless user experience [4]. Group 3: Cost Efficiency - Innovative algorithms for text stream segmentation and dynamic cache reuse have reduced the unit call cost of text-to-speech (TTS) services by 40%, allowing hardware partners to expand profit margins and pricing flexibility [5]. Group 4: Security Measures - A leading five-layer security system has been developed to ensure safety in family and educational scenarios, incorporating various filtering and verification methods to balance security and user experience [7]. Group 5: Continuous Technical Iteration - TuringOS has evolved from rule-based algorithms to deep learning and multi-modal large model architectures, continuously adapting to new application scenarios [8][9]. Group 6: Market Impact and Future Vision - The annual shipment of AI consumer hardware powered by TuringOS has surpassed 20 million units, with cumulative shipments exceeding 100 million, indicating a strong market presence [10]. - The recent upgrades mark a pivotal transition for TuringOS from a technology capability provider to a platform service provider, with ongoing commitments to research and development [12].