明日主题前瞻机器人从“能动”到“好用”,训练数据成为制约行业发展的关键瓶颈
Xin Lang Cai Jing·2026-01-18 12:17

Group 1: Robotics and Data Training - The collaboration between Hubei Humanoid Robot Innovation Center and Zhiyuan Robotics marks the first specialized and customized data transaction for humanoid robots in China, delivering thousands of hours of training data [1] - The industry recognizes that high-quality training data is a critical bottleneck for the development of humanoid robots, with a significant amount of data required for training simple actions [2] - Companies are actively building data collection factories and standardized data set platforms to provide essential data for embodied intelligent robots [2] Group 2: Semiconductor and Storage Industry - Concerns are rising over potential supply shortages of high-speed SSD controller chips due to a shortage of glass fiber cloth, which may impact consumer electronics shipments in 2026 [4] - The demand for NAND Flash and SSDs is expected to grow rapidly, driven by AI applications, as active data usage increases [4] - TSMC reported a record profit for Q4 2025 and raised its capital expenditure guidance for 2026 to between $52 billion and $56 billion, indicating a significant increase in demand for AI chip production [7] Group 3: Memory Market Dynamics - DDR5 memory prices have surged over 300% since September 2025, driven by the high demand from AI servers, which require significantly more memory than standard servers [9] - The storage market is entering a "super bull market," with demand for memory products rising sharply due to AI applications [9] - Companies like Lianqi Technology are positioned as leading suppliers in high-bandwidth memory interconnects, benefiting from the rapid evolution of DDR5 technology [10] Group 4: Packaging and Interconnect Technologies - The lead frame products are evolving towards high-end and diversified solutions to meet the increasing performance demands from industries like AI and 5G [11] - Companies such as Xin Heng focus on high-end etched lead frame products for various applications, including consumer electronics and automotive electronics [12] - The semiconductor packaging equipment market is also advancing, with companies like Keg Precision Machinery developing automated equipment for semiconductor packaging processes [12] Group 5: Humanoid Robot Market Growth - The humanoid robot market is experiencing explosive growth, with the top five manufacturers capturing 73% of the market share, led by Zhiyuan Robotics with a 31% share [13] - The market size for humanoid robots is projected to grow from $2 billion to $3 billion currently to $25 billion by 2030, with optimistic scenarios suggesting it could reach $200 billion by 2035 [13] - Companies like Fulei New Materials are receiving bulk orders for flexible sensors and tactile perception systems from humanoid robot manufacturers [14]