着迷与不安:新一代类人机器人 | ndion

着迷与不安:新一代类人机器人 | ndion

2025-08-22Technology
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马老师
早上好,小王。我是马老师,这里是为你专属打造的 Goose Pod。今天是8月23日,星期六,早上5点。
雷总
我是雷总。今天我们来聊一个让人着迷又有点不安的话题:新一代的类人机器人。
雷总
我们直接开始吧!最近波兰一家公司 Clone Robotics 发布了一个视频,主角叫 Protoclone V1。它不是用电机,而是用了1000根液压驱动的人造肌肉,还有跟人一模一样的206块骨骼!这个设计思路,我觉得非常硬核!
马老师
嗯,那个视频我看过,一个白色“皮肤”下的人形,突然开始抽搐、扭动,有一种诡异的美感。这不仅仅是 technology 的问题了,它触及到一个哲学问题:当机器无限接近于人,我们该如何看待它?你懂的。
雷总
没错!它的手部关节设计得非常精巧,肩部有4个关节,提供20个自由度,手部甚至有26个!这比我们人类的活动范围还要大。他们的目标是实现高机动性和肌肉力量,同时能耗要最低。这种对产品的极致追求,我很欣赏。
马老师
这种极致,就像是武林高手修炼上乘武功,每一个招式都力求完美。但问题是,当这“武功”练得太像人了,反而会让人产生一种距离感,甚至恐惧。这就引出了我们接下来要聊的一个非常有意思的理论。
马老师
我认为,这就是所谓的“恐怖谷理论”。这是日本机器人专家森政弘在1970年代提出的一个心法。他说,机器人越像人,我们越喜欢,但当它像到某个临界点,那种“似人非人”的感觉就会让人毛骨悚然,好感度瞬间跌入谷底。
雷总
对,这个理论可以用一个曲线图来解释,非常直观。一开始好感度是上升的,到达一个峰值后,突然就掉下去了,形成一个V字形的“谷”。森政弘当时就建议,机器人设计师最好避开这个区域,不要把机器人造得过于像人。
马老师
不过,有意思的是,这个理论也有后续。有学者提出,如果机器人能够跨过那个“谷”,达到几乎与人无异的程度,那么人类的好感度又会回升。就像《星际迷航》里的机器人 Data,他已经走出了恐怖谷,成为了伙伴。
雷总
是的,而且研究发现,这个效应还和年龄有关。9岁以上的孩子和成年人一样,会觉得高度拟人的机器人有点“毛毛的”,但更小的孩子就没这种感觉。这说明我们对“同类”的感知和界定,是一个很复杂的心理过程。
马老师
所以说,技术的发展,最终还是要回归到对人性的理解上。我们造机器,其实也是在探索人本身的奥秘。这个过程充满了挑战,也充满了各种不同的观点和冲突。
雷总
没错,最大的冲突就在于设计理念。到底应该让机器人看起来功能化,还是一味追求拟人化?比如德国弗劳恩霍夫研究所的专家就主张“形式追随功能”,让用户一看就知道这是个机器,能做什么,避免产生不切实际的期望。
马老师
我同意。一个机器人长得太像人,你就会期望它无所不能,但技术上还差得远。这种期望落差,就像你以为遇到的是扫地僧,结果发现他只是个初学者,会很失望。所以,有时候“藏”比“露”更重要。
雷总
是的,而且还有伦理上的风险。如果机器人太容易让我们产生情感共鸣,比如通过眼神交流,就可能导致单向的情感依赖,甚至替代真实的人际关系。这对于孩子或者一些特定人群来说,可能会影响他们的社交能力。
马老师
这就需要在设计中加入一些“破坏性”元素,时刻提醒你:它是个机器。这就像高人过招,点到为止,让你知道他的存在,但又保持一份清醒和距离。这是一种设计的智慧,也是一种 ethical responsibility,一种道德责任。
马老师
当然,无论我们怎么设计,人形机器人的出现,对社会的影响是 real 的,是巨大的。最直接的就是对就业市场的冲击。制造业、零售业、医疗保健,很多岗位都可能被替代。这会加剧经济上的不平等。
雷总
是的,有报告预测,到2030年,全球可能有高达8亿个工作岗位被自动化取代。这个数字非常惊人。我们必须思考,如何为这些被影响的劳动者提供再培训和新的机会,这是一个巨大的社会工程。
马老师
这不仅仅是经济问题,更是社会结构和人类价值的问题。当工作不再是定义个人价值的主要方式时,我们需要新的社会规范和伦理标准来重新定位人的角色。这需要技术创新,更需要有远见的 ethical foresight,伦理远见。
雷总
未来已经来了。高盛预测,十年内人形机器人市场规模可能达到380亿美元,而中国正在这个赛道上全力冲刺,目标是2027年成为世界顶尖的生产国。他们的策略就是“快速迭代,快速失败,立刻重启”,这个速度非常可怕。
马老师
这种冲刺,最终会重塑人与机器共存的方式。我们将不得不重新定义自然与人造之间的界限。未来不只在实验室里,更取决于我们整个社会如何选择与这项技术互动和发展。这是一个时代的命题。
马老师
好了,今天的讨论差不多到这里了。我们从一个令人不安的机器人聊到了技术的边界和社会的未来。
雷总
感谢收听 Goose Pod。我们明天再见!

Here's a comprehensive summary of the provided news article about humanoid robots: ## Between Fascination and Discomfort: The New Generation of Humanoid Robots **Report Provider:** Rat für Formgebung Stiftung **Author:** Armin Scharf **Publication Date:** August 14, 2025 This article explores the growing fascination and inherent discomfort surrounding the latest generation of humanoid robots, delving into their technological advancements, design considerations, and the ethical implications of their increasing human-likeness. ### Key Findings and Technological Advancements: * **Protoclone V1 by Clone Robotics:** * This Polish startup has introduced the Protoclone V1, a highly human-like robot designed to "raise the bar" for humanoid robotics. * **Unique Musculature:** It utilizes **1,000 artificial muscles (myofibres)** that are hydraulically activated (using water pressure), a departure from the electric motors common in other humanoid robots. * **Humanoid Anatomy:** The robot features a skeletal system replicating **all 206 human bones**, including a torso, pelvis, spine, and delicate finger bones. * **Sensory Input:** Equipped with **four depth cameras** behind its head visor, along with inertia and pressure sensors, it feeds real-time data to microcontrollers in the spine. * **Mobility Goal:** The aim is to achieve high mobility and muscle strength with minimal energy consumption. * **Clone Alpha:** An advanced version, the Clone Alpha, is available for pre-order and is intended to walk upright, though its movement smoothness remains to be seen. * **Clone Torso 2:** This model features an actuated lumbar spine and abdominal muscles, with **910 muscle fibres** enabling **164 degrees of freedom** and **182 sensors** for feedback control. * **Neura Robotics' 4NE-1:** * This robot was observed to be inactive at the Automatica trade fair due to an inability to handle the event's acoustic conditions, highlighting the challenges of operating in dynamic, unstructured environments. * **Engineered Arts' Ameca:** * This robot integrates generative AI, allowing for natural language communication. ### The "Uncanny Valley" and Design Dilemmas: * **Masahiro Mori's Theory:** The article revisits the concept of the "Uncanny Valley," coined in 1970, which suggests that as robots become more human-like, public acceptance increases until a point where their near-human resemblance becomes unsettling. * **Expert Opinions:** * **Wulf Loh (IZEW):** Suggests the "Uncanny Valley" effect might reverse as robots become *truly* human-like. He questions if characters like Data from Star Trek have already overcome it. * **Dr. Werner Kraus (Fraunhofer Institute IPA):** Believes robots like the Protoclone are still within the "uncanny valley," provoking more fear than sympathy. He also notes that human-like appearance leads to expectations of human capabilities, which are not yet technically feasible. * **Design Debate:** A central dilemma exists between making robots as human-like as possible or keeping them clearly identifiable as machines. * **Functional Approach (Kraus):** Advocates for "form follows function," balancing functionality and aesthetics to quickly convey capabilities and avoid confusion or fear. * **Ethical Consideration (Loh):** Emphasizes the need for robots to be recognizable as machines to ensure joyful interaction and prevent misplaced expectations. ### Challenges and Limitations: * **Practicality:** Humanoid robots are "still far from being practical beyond prototypical testing" and often fail in dynamic, unstructured scenarios despite performing well in controlled environments. * **Dexterity:** Creating reliable and dexterous hands remains a significant challenge. * **Environmental Adaptation:** Robots struggle to recognize and understand complex surroundings and cope with unpredictable situations and unfamiliar objects. * **Interaction:** Enabling natural interaction with people is an ongoing hurdle. ### China's Dominance in Humanoid Robotics: * **Epicenter of Development:** China has become a major hub for humanoid robotics, with **over 100 companies** focused on this area. * **Rapid Iteration Strategy:** The Chinese approach is characterized by "iterate quickly, fail fast, and restart immediately." * **Government Agenda:** Since 2023, humanoid robots have been a top development priority in China, partly to maintain economic output amidst demographic decline. * **Fast Prototyping:** Some Chinese firms have developed functioning humanoid prototypes within **two years**. ### Ethical Concerns: * **Emotional Bonds:** Anthropomorphization and zoomorphization can create emotional bonds, with subtle design elements like eyes conveying deep emotional signals. * **Risk of Replacement:** There's a danger that robots could replace human relationships or be assigned social responsibilities, such as childcare. * **Responsibility of Designers:** Designers are urged to be aware of their ethical responsibilities and include "disruptive" elements to remind users they are interacting with a machine. ### Future Applications and Market Readiness: * **Commercial Use:** The most economically interesting applications are currently for commercial use, leveraging their versatility as a "floating workforce." * **Domestic and Healthcare:** Domestic applications remain largely aspirational due to cost. In healthcare, safety concerns, particularly the risk of uncontrolled falls, are significant barriers. * **Devanthro's Robody:** * This company offers robotic assistants for the elderly and mobility-impaired that move on **wheels**, not legs, prioritizing safety and practicality for those in flats or with limited mobility within houses. * **Remote Control:** The Robody is controlled via VR instruments, with the operator's face displayed on the robot's head screen. * **Market Readiness:** Expected to be market-ready by **early 2027** with remote control functionality. * **User Satisfaction:** **85% of test participants** have reported being very satisfied. ### The Future of Human-Robot Coexistence: * **Societal Transformation:** The integration of robots is anticipated to bring about a fundamental transformation akin to the Industrial Revolution, potentially diminishing the societal and personal value of work. * **Redefining Boundaries:** The future of human-robot interaction hinges on society's willingness to redefine the boundaries between the natural and the artificial. * **Need for New Frameworks:** This transformation requires not only technical excellence but also new social norms, legal frameworks, and ethical standards.

Between Fascination and Discomfort: The New Generation of Humanoid Robots | ndion

Read original at Rat für Formgebung Stiftung

7 Min LesezeitTo what extent should robots be anthropomorphised? At what point does their resemblance to humans become uncomfortable or even repugnant? These are not new questions, nor have they been definitively answered. However, given the current hype surrounding humanoid robots, they are more relevant now than they have been for years.

by Armin ScharfIs this what the uncanny valley looks like? With its extremely human-like anatomy, the Protoclone is set to raise the bar for humanoid robots. It is already available for pre-order | YouTube Video: © CloneRoboticsIn February, an intriguing video did the rounds. It shows a human-like figure hanging motionless from the ceiling, which suddenly starts to twitch, writhe and convulse – a fascinating yet unsettling sight.

The video was released by Clone Robotics, a Polish start-up company, to introduce its Protoclone V1.Beneath the white, elastic film – or should we say ‘skin’? – lies a system of 1,000 artificial muscles, known as myofibres, which are hydraulically activated, i.e. using water pressure. This distinguishes the concept from most other humanoid robots, which typically rely on electric motors.

It is also unique in that these muscles are attached to a skeletal system that replicates human anatomy, with all 206 of its elements. The robot features a torso, pelvis and spine, as well as delicate ‘finger bones’ in its slender hands. Four depth cameras behind the head visor, along with inertia and pressure sensors, report real-time data to microcontrollers in the spine.

These microcontrollers then control the high-pressure pump and valves. The aim is to achieve a high degree of mobility and muscle strength using minimal energy. The Clone Alpha, which is already available to pre-order, will eventually be able to walk upright, although it remains to be seen whether it will move as smoothly as the animations on the website suggest.

Unfortunately, Clone Robotics did not reply to repeated requests for information.‘The robot features a torso, pelvis and spine, as well as delicate ‘finger bones’ in its slender hands… ‘Protoclone: Bipedal Musculoskeletal – A Synthetic Human with Artificial Muscles | Screenshot from YouTube: © CloneRoboticsThe Leap into the Uncanny ValleyIf we are to take the scenario presented by Clone Robotics seriously, it raises urgent questions that go far beyond the technology itself.

Fundamentally, the issue is what makes a robot seem human. This has been a concern for engineers, designers and philosophers ever since Japanese roboticist Masahiro Mori coined the term ‘Uncanny Valley’ in 1970. According to his theory, the more human-like a robot becomes, the greater the public’s acceptance of it – until a critical point is reached at which its near-human resemblance becomes unsettling.

However, Wulf Loh of the International Centre for Ethics in the Sciences at the University of Tübingen IZEW (german: Internationalen Zentrum für Ethik in den Wissenschaften der Universität Tübingen) suggests that ‘this effect may turn back into acceptance once robots become truly human-like’. In his words: ‘Does Data from Star Trek still reside in the Uncanny Valley, or has he already overcome it?

’When asked about the Protoclone, Dr Werner Kraus, head of the Department of Automation and Robotics at the Fraunhofer Institute IPA, remarked: ‘In terms of design, we are indeed still in the uncanny valley. In my view, the robot provokes more fear than sympathy.’ He is also concerned about what people expect from such robots: ‘With a robot that looks so human, we tend to expect it to be able to do everything humans can, but from a technical standpoint, we are still far from achieving that.

’One of the biggest challenges at present is creating reliable and dexterous hands, as well as the ability to cope with unpredictable situations and unfamiliar objects. Thanks to its biomimetic design, the Protoclone demonstrates lifelike movements in videos released by the start-up. This is made possible by its complex articulated joints, which offer a wide range of motion.

According to the development team, the shoulder has four joints offering 20 degrees of freedom, while the hand has 26. This could potentially make the robot more agile than a human.‘The more human-like a robot becomes, the greater the public’s acceptance of it – until a critical point is reached at which its near-human resemblance becomes unsettling.

’The Clone Torso 2 features an actuated lumbar spine and all the corresponding abdominal muscles. A white, transparent skin encloses 910 muscle fibres that enable 164 degrees of freedom and is equipped with 182 sensors for feedback control | Screenshot from YouTube: © CloneRoboticsWhy Humanoids Are So FascinatingThe ultimate goal is to develop robots that can operate autonomously in human environments and perform repetitive tasks without requiring those environments to be modified.

However, despite the current hype, the reality is different. ‘Humanoids are still far from being practical beyond prototypical testing,’ says Kraus. ‘They currently perform well in controlled test environments, but often fail in dynamic, unstructured scenarios.’ The list of challenges is long: ‘These include improving fine motor skills, particularly in the hands and grippers, recognising and understanding complex surroundings, and enabling natural interaction with people.

’Even at the recent Automatica trade fair, the impact of the environment was evident: the 4NE-1 humanoid robots by Neura Robotics remained inactive as they could not handle the acoustic conditions at the event. For now, the dream of a universal robot that can do it all remains just that.Humanoid robots are set to become the next big thing in robotics, and the ‘4NE-1’ by Neura Robotics is a promising example of this emerging technology | © Neura RoboticsChina: The New Hotspot for HumanoidsWhile Western companies have not even reached the beta stage, China has become the epicentre of humanoid robotics.

“There are over 100 companies focused on humanoid development. The pace is intense,” reports Kraus, who recently travelled to East Asia. The approach taken there is fundamentally different: ‘Iterate quickly, fail fast, and restart immediately. That’s the Chinese strategy.” He visited firms that developed functioning humanoid prototypes within two years and recently put them through half-marathon test runs.

Since 2023, humanoid robots have been at the top of China’s development agenda, partly as a means of maintaining economic output in the face of demographic decline.The British company Engineered Arts presents Ameca. Thanks to the integration of generative AI, it is possible to communicate with the robot in natural language | © Engineered ArtsDesign: Between Function and AcceptanceThe design of humanoid robots faces a central dilemma, namely whether they should look as human as possible or remain clearly recognisable as machines.

Kraus advocates a functional approach: ‘We’ve found the principle of “form follows function” to be helpful in making the robot’s capabilities apparent to users quickly. The design should strike a balance between functionality and aesthetics. An attractive, yet not overly human-like, appearance can help to avoid confusion or even fear.

” Design conveys a message: a humanoid robot implies familiarity and partnership, but it also carries the risk of creating misplaced expectations. Loh summarises this tightrope act as follows: ‘On the one hand, it’s about joyful interaction between humans and machines. On the other hand, the machine must always be recognisable as such.

’The Ethics of Synthetic HumansAccording to Loh, synthetic humans raise significant ethical concerns. “Anthropomorphisation and zoomorphisation create emotional bonds,” he explains. “The design elements needed to elicit empathy from humans are often very subtle.” Eyes, for instance, can convey deeply emotional signals.

“The danger,” he continues, “is that robots might replace human relationships or be assigned social responsibilities, such as childcare.”This places a responsibility on those involved in their development. ‘Designers must be aware of their ethical responsibilities.’ Loh advocates the inclusion of ‘disruptive’ elements – cues that remind users they are interacting with a machine.

‘Designers must be aware of their ethical responsibilities’– Wulf Loh from IZEW Where Humanoids Will Be Used First‘In economic terms, the most interesting applications at the moment are for commercial use,‘ says Kraus. A recent study by his team identified the greatest value as being their versatility – their ability to be deployed flexibly, like a floating workforce, without the need for major reconfiguration.

For now, domestic applications remain more of an attractive fantasy, especially in terms of cost. In healthcare, the barriers are even higher, with safety being a major concern. Humanoids will not be used in care settings as long as there’s a risk of them falling uncontrollably.This is why the start-up Devanthro is taking a different approach with its robotic assistants for the elderly and mobility-impaired.

Their Robody machines move on wheels, not legs. “30% of our target customers live in flats. Of those living in houses, half only use one floor,” says Rafael Hostettler from Devanthro. Wheels are also safer: “No one wants a robot falling on someone during a malfunction.” Several pilot phases have already been completed by the Robodys, which are expected to be market-ready by early 2027 with remote control functionality.

“It’s especially valuable in care or home contexts when there’s a real person on the other end,” Hostettler explains. This person is displayed on the robot’s head screen and controls the Robody using VR tools. The system is designed to be so intuitive that even family members who are not on site can assist.

85% of test participants have reportedly been very satisfied.The Robody does not aim to be as humanoid as possible, but rather functional and reliable. It is controlled via virtual reality (VR) instruments, and the display on the helmet shows the face of the person controlling it remotely | © Devanthro‘The way in which humans and robots live and work together will depend on our willingness to redefine the boundaries between the natural and the artificial’The Future of Human–Robot CoexistenceLoh anticipates a fundamental transformation akin to the Industrial Revolution, but with one key difference: work may lose its societal and personal value as robots take over many roles.

This change requires more than just technical excellence. It requires new social norms, legal frameworks and ethical standards. The way in which humans and robots live and work together will depend on our willingness to redefine the boundaries between the natural and the artificial.The future of robotics will be shaped not only in laboratories, but also by how we as a society choose to develop and engage with this technology.

Torso by Clone – Bimanual Android with Artificial Muscles | YouTube Video: @CloneRobotics

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