你是否想过 ， 机器人 能闻到气味吗？ 如今，随着电子鼻与机器人技术的深度融合，机器嗅觉正从实验室走向现实战场，成为机器人感知世界的新维 度。 近日， 香港科技大学研究团队在 Nature 旗下期刊 《 npj Robotics 》 发表重磅综述 ， 系统梳理了电子鼻 在机器人嗅觉领域的最新进展，揭示出这项技术如何赋予机器人嗅觉 ， 使其在搜救、医疗、环境监测乃至家 庭服务中发挥不可替代的作用。 ▍ 为什么机器人需要嗅觉？ 嗅觉可能是生物体最古老的感觉之一，但也是最精密的化学检测系统。人类鼻子中大约有 400 种不同类型的 嗅觉受体，通过这些受体的不同组合，我们能够识别数千种不同的气味。 人类的嗅觉虽然敏锐，却存在本质局限 。 它是主观的，容易受生理和心理状态影响，且无法检测无味但有害 的气体。 正因如此，开发能够复制甚至超越人类嗅觉能力的技术成为迫切需求。机器人嗅觉系统需要面对更严苛的挑战 ， 要 在湍流、风力变化和多种气味源的复杂环境中，仍然能够准确检测和识别目标气体。 这种能力对于搜 救、环境监测和医疗诊断至关重要。 如何实现这一目标？答案藏在电子鼻 。 这套系统的核心原理在于仿生：它效仿人类鼻子的工作 ...

电子皮肤+传感器+人形机器人，电子皮肤产品已小批量供货，布局柔性触觉传感器、电子鼻、惯性测量单 元等具身智能产品，细分传感器国内市占率多年第一，这家公司与近30家机器人整机厂及零部件厂商建立 联系与合作。 《电报解读》是一款主打时效性和专业性的即时资讯解读产品。侧重于挖掘重要事件的投资价值、分析 产业链公司以及解读重磅政策的要点。即时为用户提供快讯信息对市场影响的投资参考，将信息的价值 用专业的视角、朴素的语言、图文并茂的方式呈现给用户。 前言 ...

作者 | 李威（北京） 泛化是吴晓波给到2025年人工智能行业的关键词。他觉得原来讲AI的还是科技媒体，关注这些的也都是互联网、科技圈的人士，但在2025年这一切都在 快速发生变化，从年初到年末，AI已经涉及到工厂，涉及到每个人，涉及到写作。 AI正在开启一个新的发展周期。拉长时间来看，2025年可能是AI发展历程中的一个承前启后的重要节点。企业和个人经历了2025年的洗礼之后，都会将 AI纳入到自身的发展规划中。企业需要在AI革命创造的第四次浪潮中抓住新的机遇；个人即将迎来第六个创业窗口期，也可能获得成为超级个体的机 会。 这也是为什么，这次「优酷人文跨年——AI闪耀中国·2025吴晓波科技人文秀」会让人觉得不止是面向行业的一次思想碰撞，更是面向最大众人群的一场 AI科普。站在这个时代节点上，各行各业的人都在关心AI跟自己有什么关系，都需要对未来的风向有体感认知。 但不是所有人都有机会去到世界人工智能大会的现场。吴晓波和优酷人文就利用跨年演讲为大众打造了一个线上的AI展厅，由吴晓波担当讲解员，从AI 技术的源起和进化，一步步讲到产业格局、核心突破，以及AI如何改变制造业、电商、服务业，赋能个体。 这些变化的 ...

Core Insights - Humanoid robots are advancing from laboratory breakthroughs to industrial applications, but challenges remain in technology, ethics, and cost control [7][8][12] - Two major robotics events took place in Beijing, showcasing over 200 companies and 280 teams from 16 countries, highlighting the global interest in humanoid robotics [7][8] Industry Developments - The 2025 World Humanoid Robot Games featured over 500 robots competing in various events, with notable performances such as Tsinghua University's team winning the 5v5 soccer match [8][9] - Robots demonstrated significant capabilities in specific tasks, but there is still a gap compared to human athletes, indicating potential for future improvements [9][10] Technological Challenges - The development of humanoid robots is heavily reliant on advancements in embodied intelligence, with current hardware performance being strong but the "brain" development lagging behind [10][11] - Issues such as remote control interference and navigation challenges during competitions highlight the need for further technological refinement [10][11] Market Potential - The humanoid robot market is projected to grow significantly, with a compound annual growth rate of 71% from 2021 to 2030, and China's market expected to reach approximately 870 billion yuan by 2030 [13][14] - The integration of humanoid robots into daily life faces hurdles including ethical considerations and high training costs due to the need for extensive data [12][13] Application Scenarios - Humanoid robots are already being utilized in entertainment and service sectors, with potential applications in logistics and household tasks [12][13] - The design of competition events at the humanoid robot games reflects the industry's focus on practical applications, indicating a pathway for broader adoption [12][14]

Core Insights - Humanoid robots are transitioning from laboratory breakthroughs to industrial applications, facing challenges in technology, ethics, and cost control [1][4][5] - The 2025 World Robot Conference showcased over 200 companies and numerous new products, while the first humanoid robot sports event attracted 280 teams from 16 countries [1][2] - Significant advancements in hardware performance and artificial intelligence are driving the development of humanoid robots, but further improvements in autonomy and interaction safety are needed for everyday use [1][3][4] Industry Developments - The humanoid robot market is projected to grow at a compound annual growth rate of 71% from 2021 to 2030, with China's market expected to reach approximately 870 billion yuan by 2030 [5] - The development of humanoid robots is heavily reliant on advancements in embodied intelligence technology, which is still in the early stages globally [2][3] - Current applications of humanoid robots include entertainment, logistics, and service industries, but widespread adoption faces hurdles related to cost and ethical considerations [4][6] Technological Challenges - The performance of humanoid robots in competitions highlights their potential, but issues such as navigation errors and reliance on remote control indicate the need for improved autonomous systems [2][3] - The training of embodied intelligence models requires extensive and high-quality data, which is currently scarce and expensive, impacting the overall development costs of humanoid robots [4][6] - Ethical concerns regarding privacy and human-robot interaction are critical discussions within the industry as humanoid robots begin to enter domestic environments [4][6]

Core Insights - Xunji Technology (688655) has signed a technical development agreement with Nankai University to jointly develop "tactile sensing prototypes" and "olfactory intelligent equipment prototypes" aimed at enhancing robotic capabilities in various operational scenarios [1][2] Group 1: Olfactory Sensing Technology - The olfactory sensor (electronic nose) aims to simulate biological olfactory systems for high-precision identification and concentration detection of various gases in complex environments [1] - Key research areas include the development of high-performance sensitive materials, multidimensional signal processing, and the integration of intelligent pattern recognition algorithms [1] - Successful development of the olfactory project will enable robots to perform extensive environmental monitoring and analysis, with applications in safety monitoring, industrial inspections, food safety, and air quality monitoring [1] Group 2: Tactile Sensing Technology - The tactile sensor (electronic skin) is designed to replicate human skin's tactile perception capabilities, capturing and responding to external pressure, temperature, humidity, texture, and material information [2] - Research will explore flexible electronics, micro-nano structure design, and multimodal sensing integration [2] - Successful development of the tactile project will provide robots with refined operational touch sensitivity and adaptability in complex environments, with broad applications in industrial automation, medical rehabilitation, and special operations [2] Group 3: Strategic Importance - The signing of this agreement marks a significant milestone for the company in deepening its technological layout and strengthening industry-academia collaboration [2] - It also reflects Nankai University's commitment to transforming research outcomes and contributing to economic and social development [2] - Both parties aim to accelerate the practical application of these advanced sensors as a result of this collaboration [2]