Language -controlled robot: Helix from Figure Ai changes everything! Industry, household, future - understanding, learning, executing in real time
Xpert pre-release
Language selection 📢
Published on: February 28, 2025 / update from: February 28, 2025 - Author: Konrad Wolfenstein
Language -controlled robot: Helix from Figure Ai changes everything! Industry, household, future - understanding, learning, executing in real time - creative image: xpert.digital
The technological breakthrough: with Helix in the era of intelligent robotics
Transformation in robotics: Helix and the rise of the humanoid AI
Robotics have experienced a rapid development in recent years, which has now reached a new highlight with the introduction of Helix, a pioneering AI AI. Helix represents more than just another technological improvement; It is a paradigm shift in the way we think about robots and their interaction with the world. This so-called “Vision-Language-Action” model (VLA) is a groundbreaking innovation that brings the dream of versatile humanoid robots closer.
What makes Helix so special is his ability to cope with complex tasks in real time, only on the basis of voice commands. Imagine a robot that not only understands your words, but also interprets the visual environment and act accordingly - and all of this without having to be tediously trained on specific objects or situations. This ability to generalize is the key to really useful robots in everyday life.
The technology behind Helix elegantly combines visual perception, natural language processing and precise motor control in a single, integrated system. This trinity of the skills is crucial for the transition from specialized industrial robots to robots that are able to act in complex, unstructured environments - be it in factories, offices or even in our own four walls. With Helix, the robotics enters a new era of “all-purpose robotics”, in which robots not only perform repetitive tasks, but can also react intelligently and flexibly to a variety of requirements.
The importance of this development is underlined by the enormous interest and investments in Figure AI. An impressive round of financing, in which well -known technology sizes such as Microsoft, Nvidia and Jeff Bezos took part, shows the immense potential that is seen in Helix and the vision of Figure AI. At the same time, the growing competition by technologies such as Meta, Google Deepmind and Apple illustrates that a race for supremacy in AI-controlled humanoid robotics has flared up. This competition is an engine for innovation and will significantly promote the development of this technology in the coming years.
Suitable for:
The heart of Helix: a dual architecture for intelligence and agility
In order to understand Helix's remarkable skills, a look at his technical architecture is essential. The system is based on an innovative dual system approach, which in a way reminds you of the functioning of the human brain. One could say that Helix has a “slowly thinking” and a “fast -acting” system that work seamlessly together to enable perception, decision -making and movement coordination.
System 2: The “thinker” - perception and understanding of the situation
The first core of this architecture is a highly developed, multimodal voice model with 7 billion parameters, which is known internally as System 2 (S2). This model is the “brain” of Helix, which works with a frequency of 7-9 Hz. S2 is responsible for processing visual data and voice commands. It analyzes the environment, interprets the instructions of the user and makes decisions about which actions of the robots should carry out.
The strength of System 2 lies in its ability to generalize. Due to its pre -trained nature, it can understand a wide range of objects and contexts, including those that were previously unknown to him. This ability is crucial for a robot that is supposed to act in real, dynamic environments in which it is constantly confronted with new situations and objects. S2 enables Helix to go beyond the mere recognition of well -known objects and to develop a real understanding of the environment and the task.
System 1: The “Maker” - precise exercise and speed of reaction
In addition to System 2, System 1 (S1) works, a fast and reaction-strong visuo-motor control unit with 80 million parameters. S1 is the “maker” in the system, which implements the semantic information of S2 into precise and continuous robot movements. With an impressive frequency of 200 Hz, S1 ensures liquid and naturally acting movements that are essential for the handling of objects and the interaction with the environment.
While S2 is making the plans and making decisions, S1 is responsible for implementing these plans into physical reality. It is the interface between the “Denk” level and the “action” level of the robot. The high update rate of S1 enables Helix to react quickly to changes in the area and to adapt its movements in real time, which is crucial for complex manipulation tasks and interaction with humans.
35 degrees of freedom: masterful control over the robot body
Another remarkable performance by Helix is his ability to coordinate 35 degrees of freedom at the same time. This comprehensive control extends from the finest finger movements to the control of the head and torso. Freedom degrees in robotics relate to the number of independent movement options that a robot has. The more degrees of freedom, the more complex and skillful movements the robot can do.
Helix's 35 degrees of freedom enable him to manage highly complex manipulation tasks that require a high degree of precision and skill. The robot can control its entire upper body - including wrists, torso, head and even individual fingers - at high speed and precision. This ability makes Helix one of the most advanced humanoid robots in the world and opens up a wide range of applications that were previously unreachable for robots.
Demonstration of Excellence: Helix in action
Helix's skills were impressively displayed in a number of impressive demonstrations. These demonstrations are not only impressive technical demonstrations, they also illustrate the immense potential of technology for practical applications in everyday life and in industry.
Generalized object recognition and manipulation: a robot that understands almost everything
One of the most outstanding properties of Helix is his ability to recognize and handle practically every small household object without having been trained on its specific properties beforehand. This ability to “generalize object recognition” is a crucial progress compared to conventional robotics systems, which usually have to be programmed for specific tasks and objects.
In the demonstration videos of Figure AI you can see how Helix robots react to simple voice commands and identify and grab the corresponding objects in their environment. In a remarkable example, the command “Take the desert object” was given. The robot, without hesitation, selected a toy cactus from a bunch of different objects, grabbed it safely and put it off - everything based on a single, natural voice command. This demonstration impressively shows how intuitive and flexible Helix can react to human instructions.
Robot collaboration: teamwork of the future
The ability of Helix to enable the cooperation of several robots to enable them to be fascinating. In another demonstration, Figure Ai presented two robots that sorted food together in a kitchen and granted them in a refrigerator. It was noteworthy that the robots had not been trained on the specific objects that handled them.
The robots handed each other objects, coordinated their movements precisely and communicated in an almost human -looking way through nods and eye contact. This “telepathic” -looking cooperation, without the need for verbal communication between the robots, illustrates the high level of the system's coordination skills. The ability for robot collaboration opens up completely new perspectives for more efficient workflows in various industries, from logistics to production.
Intuitive voice control: the human-robot interface redefined
The intuitive control of Helix through natural language is another key factor for its user -friendliness and his broad application potential. Instead of needing complex programming knowledge or specific commands, users can easily communicate with robot in natural language. This intuitive interface opens the door for broad use of robotics, also by people without technical knowledge.
The robot understands requests such as “put the cookies in the drawer” and performs this task without having to show him beforehand what “cookies” are or where the “drawer” is located. This ability to understand speech and interpretation of tasks makes interaction with robots as simple and natural as communication with a human assistant.
Suitable for:
Efficiency as the key to success: Development and training by Helix
In addition to his impressive skills, Helix is also characterized by his efficiency in development and training. This efficiency is not only a technical advantage, but also a decisive factor for the economic feasibility and the wide market launch of the technology.
Minimal training data for maximum performance: a paradigm shift in robot training
A remarkable aspect of Helix is the efficiency of his training process. With just 500 hours of high -quality, telephoto -operated training data, a system was created that performs tasks with impressive precision and versatility. This is in a strong contrast to conventional robotics systems that often need thousands of hours of specific demonstrations in order to achieve comparable skills.
This efficiency underlines the technical sophistication of the system and indicates a paradigm shift in robot training. Instead of programming or training robots for every single task, Helix enables an approach in which robots can learn to generalize tasks and adapt to new situations through relatively low amounts of data. This efficiency is crucial to accelerate the development and use of robots on a large scale.
Embedded-capable processing: autonomy and independence
Another key aspect that predestines helix for practical use is the fact that the entire AI system runs on embedded, energy-efficient GPUs within the robot itself. This “on-board” processing eliminates the need for a constant connection to powerful external servers and makes the robot more autonomous and flexible in various environments.
The ability to carry out complex AI calculations locally is a crucial step towards market enreiper robotics solutions for the broad consumer market. Robots that can act independently of external computing power are more reliable, safer and more data protection -friendly. In addition, embedded processing enables more efficient energy consumption, which is of great importance for mobile robots that work in battery operation.
Potential areas of application: from industry to household
The versatile skills of Helix open up a wide range of potential applications that go far beyond traditional industrial areas of application. From factories and warehouses to offices and private households-Helix-controlled robots could take on a variety of tasks in the future and change our lives in many ways.
Industrial applications: The revolution of the world of work
Figure AI has already closed partnerships with industrial companies such as BMW to test its humanoid robots in real work environments. In car factories, for example, robots could support the handling of sheet metal parts or with complex assembly tasks - activities that are currently often carried out by people and can be physically exhausting or even dangerous.
With their ability to take on repetitive, monotonous or dangerous work, Helix-controlled robots could help to alleviate the shortage of labor in various sectors and at the same time improve occupational safety. The flexibility of the system to adapt to new tasks without specific training makes it particularly valuable in dynamic production environments in which requirements and processes can change quickly. In addition, robots could be able to carry out tasks in environments that are inaccessible or dangerous for humans, such as in disaster relief or in space research.
Household automation: The dream of intelligent home assistant
A central goal of the development of Helix is the use of humanoid robots in private households. In contrast to many other actors in the robotics industry, which are currently primarily focusing on industrial or workplace -related applications, Figure AI is pursuing a strategically surprising and potentially revolutionary approach with his budget focus.
The ability of helix robots, everyday activities such as sorting food, the gripping of the refrigerator, cleaning up, washing the laundry or even preparing meals could fundamentally change everyday life. The vision is a robot that not only serves as a budget helper, but also acts as a companion and assistant in everyday life. Imagine a robot could cook coffee while you get ready, bring the children to school, do shopping and take care of older or needy family members. Such a “personal robot assistant” could not only make everyday life easier, but also improve the quality of life of many people.
Suitable for:
Challenges and limitations: The way to perfection is still long
Despite the impressive progress that Helix represents, the technology still faces various challenges and limits that have to be overcome before a wide market launch and a comprehensive use in everyday life can become reality.
Real-world performance in unstructured environments: the test in everyday life
A central challenge remains to ensure a reliable performance of humanoid robots in uncontrolled, unstructured environments. While demonstrations are promising in controlled laboratory environments, the real world is more chaotic, unpredictable and full of surprises. Households are complex environments that differ greatly from the structured and consistent conditions in warehouses and factories.
The ability of a robot to work reliably in a living room full of playing children, to deal with a thousand different objects, to overcome unexpected obstacles or to react appropriately to unforeseen events remains a demanding task. The robustness and reliability of Helix in such real scenarios still have to be proven extensively.
Technical limitations: speed, battery life and object complexity
Although Helix demonstrates impressive skills, there are still technical restrictions. This includes limits with regard to the size and weight of manipulable objects, the complexity of longer processes and robustness in strongly varied environmental conditions such as different lighting conditions or noise levels.
The speed of the robots - currently at around 1.2 meters per second - is also considerable for a robot, but is not yet particularly high compared to human movement speed. The battery life of 5 hours also means that the robot can only act autonomously for half a working day before it has to be charged. These technical limitations must be further improved in future development phases in order to optimize Helix for a wider range of applications and longer operating times in everyday life.
Economic and social factors: affordability and acceptance
In addition to the technical challenges, there are also economic and social aspects that will significantly influence the success and acceptance of humanoid robots such as Helix. Figure AI has so far not announced prices for its robots, which indicates that the technology may be affordable for large companies and industrial applications in the initial phase.
However, the question of affordability for the average consumer is crucial for the spread of humanoid robots in the household area. In addition, important social questions about the effects on the labor market arise. If robots are increasingly taking on tasks in factories, warehouses, retail stores and even in offices, this could lead to changes in the world of work and possibly change or even replace jobs in certain sectors. Society has to deal with these potential effects and develop strategies in order to create a socially acceptable transition to a future with increasing robotics. Ethical questions about the use of autonomous robots, data protection and human-robot interaction must also be carefully discussed and answered in order to gain the trust of the public and to ensure a responsible introduction of this technology.
Market context and competition: a race for the future of robotics
The Humanoid robot market is in a dynamic departure, with forecasts that assume an impressive average annual growth rate of almost 100% until 2030. Figure AI is in this fast -developing market in an intensive competition with other important actors, including some of the world's largest technology companies.
Technologists in competition: Meta, Google, Apple and Co.
Figure Ai is not only in the race for the development of advanced humanoid robots. Technologists such as Meta, Google Deepmind and Apple also invest massively in this area. Meta plans a “major attack” in the area of humanid robots with a special focus on AI-controlled household robots. With its own VLA technology called RT-2, Google Deepmind is present, the robots trained through a combination of video and large voice models. Apple also seems to be active in this area, although it may be a little more reserved than Meta and Google. In addition, Elon Musk also mixes Grok 3 in the robotics and AI sector with the release of his “most intelligent AI model” and further strengthens the dynamics in this field.
This competition between established technology companies and specialized robotics companies such as Figure AI is an engine for innovation and will significantly accelerate the development of humanoid robotics in the coming years. Each company pursues its own strategy and focuses on different focal points, which leads to a variety of technological approaches and potential applications.
Suitable for:
Strategic positioning of Figure AI: Focus on vertical integration
Figure AI has positioned itself strategically by ending the cooperation with Openai and pursuing a vertically integrated strategy in which both hardware and software are developed internally. CEO Brett Adcock argued that generic AI models are not sufficient to meet the specific requirements of “Embodied Ai”-that is, AI in physical robots. This decision underlines Figure AI's approach to develop tailor-made solutions for the specific challenges of robotics instead of relying on general AI models from third-party providers.
The vertical integration enables Figure AI to optimally coordinate the hardware and software development and to optimize the entire system from the ground to the requirements of humanoid robotics. This approach could provide Figure Ai a competitive advantage because it enables greater control over the performance and functionality of the robots and promotes the development of more specific AI algorithm tailored to the robotics.
Financial support and investments: trust in the future of humanoid robotics
The massive financial support that Figure AI has received testifies to investors' great trust in the technology and the potential of the company. With an impressive round of financing of $ 675 million, in which Tech giants such as Microsoft, Nvidia and Jeff Bezos were involved, Figure Ai has considerable resources to advance his vision and accelerate the development and market launch of its robots.
This massive investment is a clear signal that the humanoid robotics are no longer just a future dream, but a real growth market in which considerable progress and breakthroughs are expected in the coming years. The commitment of technology heavy weights and well-known investors underlines the transformative power of this technology and its potential to fundamentally change our life and our society.
Future implications and social effects: a world with humanoid robots
The development of Helix and similar technologies has the potential to have far -reaching effects on different aspects of our lives, from the way we work and operate, right down to our everyday life at home and our social interactions.
Transformation of the world of work: man and robot in a new partnership
Humanoid robots like those of Figure AI could fundamentally change the world of work. You could take on repetitive, monotonous, dangerous or physically exhausting tasks, which could potentially lead to an improvement in working conditions and relief for human work. At the same time, however, there is a justified concern of job losses, especially in industries with a high proportion of manual activities.
The challenge will be to find a balance in which the technology serves as a supplement to the human labor instead of replacing it completely. A possible vision of the future is a world of work in which people can concentrate on more demanding, creative and interpersonal activities, while robots take on routine tasks and physically exhausting work. This could lead to an increase in productivity, an improvement in work quality and a new form of human-robot partnership.
Change in domestic life: The intelligent home assistant in everyday life
The vision of a robot that takes on household tasks and acts as an intelligent home assistant could change domestic life considerably. From relief for annoying routine tasks such as cleaning, washing and cooking to the support of older or restricted people in everyday life - the potential applications are diverse and could facilitate and enrich the lives of many people.
The idea of having a “tireless and always available helper who takes on the most boring and repeated tasks” could release valuable time that could use people for other activities, for their families, hobbies or personal development. However, the acceptance of such robots in the domestic environment will depend heavily on factors such as costs, user -friendliness, perceived security, data protection and trust in the technology.
Ethical and safety -relevant considerations: responsible use of autonomous technology
With the increasing integration of AI-controlled robots into our daily life, new ethical questions and security concerns are created that have to be carefully discussed and addressed. The possibility of malfunctions, misinterpretations of commands or unforeseen behavior of autonomous robots raises questions about security, especially when robots work with potentially dangerous tools or near vulnerable groups of people such as children or older people.
The development of robust security standards, ethical guidelines and clear responsibilities will be crucial to gain the public's trust and to ensure a responsible introduction of this technology. Questions of data protection, algorithmic fairness and the potential bias of AI systems must also be taken into account in order to ensure that humanoid robots are used for the benefit of society and do not lead to new forms of inequality or discrimination.
The future of robotics has started
Helix represents significant progress in the development of humanoid robots and marks an important milestone on the way to versatile, adaptive and user -friendly robot systems. The combination of visual perception, understanding of speech and precise motor control in a single, integrated system opens up new opportunities for the use of robots in a variety of areas, from industry to household.
The efficiency of the training process, the ability to generalize and intuitive voice control represent a paradigm shift in robotics and pave the way for a broader application and acceptance of robots in everyday life. Instead of having to be programmed or trained laboriously for every new task, helix-controlled robots can adapt to different situations, react to natural voice commands and act in complex, unstructured environments.
Despite the impressive progress, there are challenges. The reliable performance in unstructured environments, technical limits, economic factors, social acceptance and ethical questions must continue to be addressed before humanoid robots can become everyday sight in our houses and jobs.
With the progressive development of technologies such as Helix, the growing interest and the massive investments in this area, however, the vision of omnipresent, helpful humanoid robots seems closer to reality than ever. The coming years will show how fast and to what extent this vision will reality and how it will change our life, our work and our society. The journey into the future of robotics has just started and Helix is at the forefront of this exciting development.
🎯🎯🎯 Benefit from Xpert.Digital's extensive, fivefold expertise in a comprehensive service package | R&D, XR, PR & SEM
AI & XR 3D Rendering Machine: Fivefold expertise from Xpert.Digital in a comprehensive service package, R&D XR, PR & SEM - Image: Xpert.Digital
Xpert.Digital has in-depth knowledge of various industries. This allows us to develop tailor-made strategies that are tailored precisely to the requirements and challenges of your specific market segment. By continually analyzing market trends and following industry developments, we can act with foresight and offer innovative solutions. Through the combination of experience and knowledge, we generate added value and give our customers a decisive competitive advantage.
More about it here:
We are there for you - advice - planning - implementation - project management
☑️ SME support in strategy, consulting, planning and implementation
☑️ Creation or realignment of the digital strategy and digitalization
☑️ Expansion and optimization of international sales processes
☑️ Global & Digital B2B trading platforms
☑️ Pioneer Business Development
Konrad Wolfenstein
I would be happy to serve as your personal advisor.
You can contact me by filling out the contact form below or simply call me on +49 89 89 674 804 (Munich) .
I'm looking forward to our joint project.
Write to me
Xpert.Digital - Konrad Wolfenstein
Xpert.Digital is a hub for industry with a focus on digitalization, mechanical engineering, logistics/intralogistics and photovoltaics.
With our 360° business development solution, we support well-known companies from new business to after sales.
Market intelligence, smarketing, marketing automation, content development, PR, mail campaigns, personalized social media and lead nurturing are part of our digital tools.
You can find out more at: www.xpert.digital - www.xpert.solar - www.xpert.plus
Keep in touch
