Core Insights - The second Fourier Embodied Intelligence Ecological Conference emphasizes the theme "Shape Carries Intelligence, Boundless Coexistence," focusing on the application of embodied intelligence technology in human-machine collaboration scenarios [1] - Fourier's CEO, Gu Jie, highlights that proactive human-machine interaction will be a key breakthrough for the large-scale implementation of embodied intelligence [1] - The company has developed a comprehensive capability system centered on "proactive interaction," including core sensors, dexterous hands, and multimodal perception technologies [1] Company Developments - Fourier has launched the "Brain-Machine Embodied Intelligence Rehabilitation Port," aimed at enhancing rehabilitation efficiency and effectiveness through proactive interaction [3] - The company has initiated the "Brain-Machine Embodied Data Engine Joint Innovation Plan" in collaboration with several prestigious institutions to explore the deep integration of brain-machine interfaces and embodied intelligent agents [2] Technological Advancements - The new brain-machine solution allows rehabilitation treatment to operate based on "brain intention," enabling robots to recognize user intentions through brain signals and dynamically adjust assistance strategies [3] - This approach leverages the principle of neural plasticity, allowing robots to help the brain relearn body control, thereby improving rehabilitation outcomes [3] Strategic Framework - Fourier proposes a systematic development path centered on health and wellness, focusing on real-world scenarios and phased advancements [4] - The company aims to apply commercially viable large model capabilities to rehabilitation cognitive training and interaction guidance while testing cutting-edge technologies in real health environments [4] Ecosystem Development - The "1+3+X" ecosystem strategy includes one strategic self-operated scene (health and wellness), three co-built ecological scenes (guidance interaction, industrial empowerment, and scientific innovation), and an open innovation incubation project [7][8] - This strategy aims to create a sustainable business loop by integrating health and wellness with commercial services, industrial collaboration, and scientific education [4][7] Collaborative Efforts - At the conference's conclusion, Fourier signed cooperation agreements with over 40 industry partners to build ecological scenes collaboratively [9] - The company emphasizes that valuable embodied intelligence must be "human-centered" and aims to explore the deep integration of cutting-edge technologies like brain-machine interfaces with embodied intelligence [9]

Core Insights - The integration of brain-machine interface (BMI) technology with rehabilitation robots is set to achieve large-scale implementation within 1 to 2 years, as announced by Fourier Intelligence's founder Gu Jie at the second Fourier Embodied Intelligence Ecological Summit [1] - The advancements in hardware and software, particularly the emergence of ultrasound BMIs and large model algorithms, are pivotal in overcoming previous limitations in BMI applications [2][3] Group 1: Technological Advancements - The rapid maturation and diversification of hardware, including portable and miniaturized devices, have facilitated the large-scale production of BMIs [2] - The transition from traditional EEG methods to advanced technologies like near-infrared spectroscopy (NIRS) and ultrasound represents a significant evolution in BMI capabilities [2] - The use of large models for processing EEG signals allows for more effective classification and decoding of complex brain signals, enhancing intention recognition [3] Group 2: Market Potential and Applications - The introduction of the "Brain-Machine Embodied Intelligence Rehabilitation Port" aims to enhance rehabilitation efficiency and effectiveness by creating a closed-loop system based on brain intentions [4] - The market for embodied intelligence in rehabilitation is expected to evolve from hospitals to nursing homes and eventually into households, potentially reaching a trillion-dollar market in the next 5 to 10 years [4] - The development of high-quality data sets is crucial for the future capabilities of robots, emphasizing the importance of diverse and relevant data for training embodied intelligence models [5] Group 3: Industry Challenges - Despite the promising advancements, the industry currently lacks large-scale data sets and the necessary soft and hardware infrastructure for widespread adoption [4] - The quality of data is more critical than quantity, with a focus on diverse task execution and successful interaction data being essential for effective learning [5] - The integration of various data sources, including online videos and first-person interaction data, is necessary to create comprehensive training datasets for robots [5]

Core Insights - Fourier is exploring the deep integration of brain-machine interfaces (BMIs) with embodied intelligence, launching a rehabilitation solution called "Brain-Machine Embodied Rehabilitation Port" aimed at wellness scenarios [1] - The company has been a pioneer in the rehabilitation robotics industry in China, focusing on wellness scenarios as a key application area for embodied intelligence [1] - Traditional rehabilitation methods face challenges such as low patient engagement and difficulty in quantifying training effectiveness, with existing devices primarily focusing on peripheral execution rather than central brain involvement [1] Group 1 - The integration of BMIs allows rehabilitation treatments to operate on a closed-loop system based on "brain intention," marking a significant advancement in rehabilitation technology [1] - Fourier has been exploring the combination of BMIs with exoskeleton robots since 2017, achieving concept validation but facing engineering challenges that limited clinical application [1][2] - Recent advancements in BMI hardware have led to lighter, modular devices with improved interference resistance and accuracy, expanding signal acquisition methods beyond traditional EEG to include near-infrared and multi-channel ultrasound [2] Group 2 - The use of AI algorithms enables real-time classification and interpretation of complex brain signals, facilitating precise intention recognition and driving robotic lower limb training [2] - Fourier has established over 300 rehabilitation departments across the country, targeting various levels of medical institutions and wellness communities [2] - A collaborative initiative called the "Brain-Machine Embodied Data Engine Joint Innovation Plan" has been launched, involving multiple academic and research institutions to support the integration of BMIs with embodied intelligent systems [3]

Core Insights - Fourier has launched a smart rehabilitation solution called "Brain-Machine Embodied Rehabilitation Port" aimed at improving patient rehabilitation by utilizing brain-machine interface technology to assist patients in executing their intended movements [1][3]. Group 1: Market Potential - The rehabilitation and elder care market is projected to become a trillion-dollar industry, driven by an increasing demand for rehabilitation therapists and the aging population in China [4][6]. - The development path for this market includes initial applications in rehabilitation hospitals, followed by expansion into nursing homes, and ultimately into family settings [6]. Group 2: Technological Integration - The integration of brain-machine interfaces with robotics allows for advanced rehabilitation techniques, such as enabling stroke patients to perform movements based on their brain's intent [5]. - Recent advancements in brain-machine hardware and large models have significantly improved the precision of intent recognition from brain signals, facilitating the practical application of these technologies [7]. Group 3: Industry Trends - The industry is experiencing a trend towards technological convergence, with a consensus emerging on the strategic aspects of embodied intelligence, similar to early automotive industry debates [9]. - The robotics industry, particularly in the field of embodied intelligence, is currently in an accelerated growth phase, attracting a new generation of passionate talent [10]. Group 4: Future Outlook - The next two years are seen as a critical period for the industry, with expectations of rapid development and the establishment of successful application scenarios in various fields, including elder care and industrial empowerment [11].

Core Insights - The second Fourier Embodied Intelligence Ecological Conference and Zhangjiang Robot Developer Pioneer Conference was held in Shanghai on January 28, where Fourier launched its embodied intelligence solution "Brain-Machine Embodied Intelligence Rehabilitation Port" aimed at exploring the application of embodied intelligence in health and wellness scenarios [1][2] - Fourier is one of the early entrants in the health and wellness industry with intelligent robots, planning to introduce humanoid robots for cognitive rehabilitation training by 2025 [1] - The company has developed a comprehensive active interaction technology platform that includes core sensors, dexterous hands, full-body remote operation, multi-modal perception, and force feedback technology [1] Technology and Application - The active human-robot interaction capability is identified as a key breakthrough for the large-scale implementation of embodied intelligence [2] - The newly launched brain-machine solution enables robots to recognize users' active intentions and activation states through EEG signals, dynamically adjusting assistance strategies to enhance users' active awareness and strengthen neural participation [2] - Fourier prioritizes the application of commercially viable large model capabilities in cognitive rehabilitation training and interactive guidance, while also testing frontier technologies like world models and brain-machine interfaces in real health and wellness environments [2] Commercialization and Expansion - The company plans to start its application path from hospitals and professional institutions, gradually expanding to community and elderly care scenarios after ensuring safety and stability [2] - Fourier's main self-operated scenario is "health and wellness companionship," along with collaborative scenes in navigation, industry, and research, as well as multiple innovative incubation projects [2]

Core Insights - The conference emphasized the importance of proactive human-machine interaction as a key breakthrough for the large-scale implementation of embodied intelligence technology [3] - Fourier has developed a comprehensive capability system centered on "active interaction," which includes core sensors, dexterous hands, full-body remote operation, multimodal perception, and force feedback technology [3][6] - The newly launched "Brain-Machine Embodied Intelligent Rehabilitation Port" aims to enhance rehabilitation efficiency and effectiveness by creating a closed-loop system based on brain intentions [6][8] Group 1: Key Developments - Fourier has initiated the "Brain-Machine Embodied Data Engine Joint Innovation Plan" in collaboration with several prestigious institutions to explore the deep integration of brain-machine interfaces and embodied intelligence [5] - The "Brain-Machine Embodied Intelligent Rehabilitation Port" introduces a closed-loop training mechanism that enhances patient engagement and quantifies rehabilitation outcomes more accurately [8] - The new rehabilitation solution allows for dynamic adjustments based on real-time recognition of patients' intentions and neural activation states, leveraging the principle of neural plasticity [8] Group 2: Strategic Vision - Fourier's "1+3+X" ecological development strategy focuses on real-world applications in medical rehabilitation and elder care, prioritizing technologies ready for commercialization [9][10] - The company aims to expand its service range from hospitals to community and elder care settings, ensuring a sustainable business model that integrates technology support, professional input, and application scenarios [10] - The strategic layout includes a primary focus on elder care, three collaborative ecological scenarios, and numerous innovative incubation projects centered around active interaction [12] Group 3: Future Directions - Fourier is committed to developing practical and human-centered embodied intelligence solutions that address real human needs, continuing to collaborate with industry partners on cutting-edge technologies [15]

Core Insights - Fourier Intelligent Technology Co., Ltd. launched the "Brain-Machine Embodied Intelligent Rehabilitation Port" at the second Fourier Embodied Intelligence Ecological Conference, aimed at enhancing rehabilitation efficiency and effectiveness [1] - The conference gathered top scholars, partners, and investment institutions to discuss the application of embodied intelligence technology in human-machine collaboration scenarios [1] Group 1 - The newly released brain-machine solution allows rehabilitation training to start from "brain intention," utilizing brain-machine interfaces to recognize users' active intentions and adjust rehabilitation strategies dynamically [1] - The release of the "Brain-Machine Embodied Intelligent Rehabilitation Port" signifies a significant breakthrough in the application of proactive interaction technology, reaffirming the company's commitment to a human-centered approach [1] Group 2 - Fourier has initiated the "Brain-Machine Embodied Data Engine Joint Innovation Plan" in collaboration with several prestigious institutions to support the exploration of deep integration between brain-machine interfaces and embodied intelligence [2] - The CEO emphasized that proactive human-machine interaction capabilities will be crucial for the large-scale implementation of embodied intelligence, with a focus on making robots better understand intentions and participate in collaboration [2] - The company has developed a comprehensive capability system centered on "proactive interaction," including core sensors, dexterous hands, full-body remote control, multi-modal perception, and force feedback technology [2]

Core Viewpoint - Fourier has officially launched a smart rehabilitation solution aimed at health and wellness scenarios, named "Brain-Machine Embodied Intelligent Rehabilitation Port" [1] Group 1: Product Features - The solution focuses on "active interaction" as its core principle [1] - It integrates key technologies such as core sensors, dexterous hands, full-body remote control, multimodal perception, and force feedback [1] - The aim is to systematically enhance rehabilitation efficiency and effectiveness [1]