Core Viewpoint - The article highlights the significant advancements and investment activities in the field of tactile perception technology, particularly by the leading company, Tashan Technology, which has successfully completed two rounds of financing to enhance its core technology capabilities in this domain [1][2]. Investment and Financing - Tashan Technology has recently completed two rounds of financing in the third quarter, attracting investments from 13 firms, including CITIC Jinshi Investment and CITIC Securities, with the total financing amount reaching several hundred million yuan [1]. - The funds will primarily focus on the iteration of core tactile perception technologies, aiming to transition from laboratory prototypes to large-scale commercial applications [2]. Industry Bottlenecks and Challenges - The article identifies three major technical bottlenecks in the tactile perception industry: - Signal processing lag: Traditional chip architectures struggle to achieve low-latency and low-power real-time analysis of high-frequency, multi-dimensional tactile signals [5]. - Inefficient data collection: High-quality tactile data collection is costly and lacks standardization, leading to underdeveloped algorithm models [6]. - Insufficient scene adaptation: Laboratory technologies often fail to handle the diverse materials, shapes, and interaction tasks found in real-world environments, resulting in weak generalization capabilities [7][8]. Technological Advancements - Since its establishment in 2017, Tashan Technology has focused on overcoming these challenges by building a top-tier interdisciplinary team and collaborating with the University of Manchester to develop foundational technologies [9]. - The company has successfully addressed core issues such as multi-dimensional perception signal synchronization and has established a comprehensive technology system encompassing AI tactile chips, tactile sensors, algorithm models, and industry solutions, capturing over 80% of the market share in the tactile perception segment [9]. Innovative Products - Tashan Technology has developed the world's first mixed-signal AI tactile chip, which utilizes a distributed spiking neural network architecture to achieve real-time processing of tactile signals with an ultra-high force resolution of 0.01N [11]. - The TS-F fingertip tactile sensor, built on this chip, integrates multi-dimensional capabilities such as three-dimensional force perception, proximity sensing, and material recognition, and has been successfully tested and integrated with products from major dexterous hand manufacturers [13]. Application Scenarios - The tactile perception robots developed by Tashan Technology have achieved significant upgrades, enabling them to autonomously complete tasks such as grabbing and delivering without human assistance, thereby reducing service error rates [14]. - The company is also exploring applications in non-traditional fields, such as a platform for processing crayfish, demonstrating the potential of tactile technology in agricultural automation [16]. Future Directions - Tashan Technology aims to address the industry bottlenecks by enhancing multi-modal integration technology and expanding the training scenario library for robots, focusing on essential applications in precision manufacturing and service interactions [19]. - The recent financing rounds not only reflect the market's recognition of the strategic value of tactile technology but also signify a critical phase in the evolution of embodied intelligence, moving towards refined perception and practical operation capabilities [19].

Core Viewpoint - The article emphasizes the importance of tactile perception in robotics, highlighting how HeShan Technology's "sensory control integration" technology is redefining the boundaries of robotic task execution [1][4][18]. Tactile Technology Breakthrough - HeShan Technology believes that the value of tactile technology lies not in the amount of data collected but in the ability to convert that data into precise action commands [1][2]. - The company aims to upgrade tactile perception from mere data collection to a closed-loop execution system, enhancing the success rate of robotic operations [2][4]. Application in Real-World Scenarios - The integration of HeShan's tactile sensing technology has proven effective in various scenarios, such as self-service laundry in hotels, where robots can now accurately grasp and handle clothing [8][9]. - In industrial settings, such as automotive production lines, HeShan's technology allows robots to perform complex tasks with high precision, significantly reducing failure rates [9][11]. Edge Computing and Multi-Sensor Collaboration - HeShan Technology's approach includes the development of edge computing chips that enable real-time data processing at the fingertip level, reducing latency and improving execution reliability [11][12]. - The company's distributed architecture allows multiple sensors to collaborate, enhancing decision-making and operational efficiency in complex environments [12][13]. Market Strategy and Growth Potential - HeShan Technology's market strategy focuses on validating its technology in industrial applications while expanding into service sectors, with a projected tenfold increase in sensor shipments by 2025 [15][19]. - The company collaborates with leading enterprises across various industries, including automotive and logistics, to meet the demand for customized solutions [15][19]. Future of Tactile Technology - The future of tactile technology is expected to involve advancements in algorithms, materials, and interdisciplinary collaboration, driving further innovation in the field [16][19]. - HeShan Technology's developments are seen as pivotal in enabling robots to evolve from simple tools to intelligent agents capable of perceiving and interacting with their environment [18][19].