Embodied Robotics Watch

Hardware innovations for humanoid manipulation: dexterous hands, tactile sensing, and joint actuators

Hardware innovations for humanoid manipulation: dexterous hands, tactile sensing, and joint actuators

Dexterous Hands, Sensors & Actuators

Hardware Innovations and Industry Momentum Propel Humanoid Manipulation into a New Era

The field of humanoid robotics is experiencing an extraordinary surge, driven by groundbreaking hardware innovations, strategic investments, and large-scale manufacturing initiatives. These advances are transforming robots from basic automation tools into highly dexterous, perceptive, and adaptable partners capable of performing complex tasks across diverse sectors. As humanoids inch closer to human-like manipulation and perception, industry leaders are racing to scale production, develop sophisticated hardware components, and refine control systems—setting the stage for widespread deployment in manufacturing, healthcare, logistics, security, and everyday life.

Scaling Manufacturing and Large-Scale Deployment Initiatives

A pivotal factor accelerating this revolution is the shift towards mass production and factory-scale deployment of humanoid hardware. Notable examples include:

  • Xpeng Inc. (NYSE: XPEV), traditionally known for electric vehicles, has announced a new factory in Guangzhou dedicated to producing Optimus Challenger IRON robots. This move signals a strategic pivot toward scalable, affordable humanoid manufacturing aimed at meeting the rising demand for versatile, cost-effective robots.

  • Hyundai Motor Group has set an ambitious goal to produce 150,000 ‘Atlas’ humanoids by 2029. Their vision hinges on the concept of "Physical AI", integrating advanced hardware with intelligent control systems to facilitate large-volume, practical deployment. Hyundai is investing heavily in building sophisticated manufacturing lines and refining robot designs to bridge the gap between prototypes and mainstream products.

  • Unitree Robotics, in partnership with Toborlife AI, has begun accepting pre-orders for their H2 humanoid robot, which demonstrates capabilities in martial arts, industrial manipulation, and autonomous navigation. This transition from demonstration to market-ready product exemplifies the rapid commercialization of humanoid hardware.

  • Meanwhile, Honor is preparing for major consumer humanoid launches next week, aiming to introduce interactive robots into homes and workplaces, signaling a move toward mainstream adoption.

These initiatives reflect a broader industry trend: as hardware becomes more scalable and cost-efficient, humanoids are transitioning from niche prototypes to high-volume, commercially viable products with real-world applications.

Major Funding Rounds Accelerate Hardware and Control Development

Significant investments are fueling hardware sophistication, control systems, and embodied intelligence:

  • Linkerbot, a leading maker of high-precision robotic hands, has secured $150 million in its latest funding round, led by SignalBase. This capital will accelerate the development of micro- and surgical-grade hands (models L6 and O6), designed for medical robotics, including minimally invasive surgery and microfabrication.

  • Skild AI, specializing in robot brains and control stacks, recently closed a $60 million funding round. Their focus is on AI-powered control systems that enable robots to learn, adapt, and operate reliably in unpredictable environments, effectively closing the gap between hardware capabilities and intelligent, autonomous behavior.

  • Recent funding efforts extend to Physical AI and embodied-AI startups. For example, RLWRLD, a Seoul-based company pioneering embodied AI systems, raised $26 million in a recent round. Their focus is on developing integrated perception and control architectures that allow robots to perceive, reason, and act seamlessly in unstructured spaces.

  • Fiveages and Unitree Robotics have also attracted significant investments to develop robot brains and control stacks, emphasizing the importance of integrating hardware with advanced AI systems for adaptive, human-like manipulation.

These funding milestones underscore the industry's recognition of embodied intelligence as a critical frontier—combining hardware agility with software sophistication to create truly autonomous, dexterous humanoids.

Hardware Breakthroughs: Artificial Muscles, Advanced Actuators, and Modular Hands

Recent innovations in hardware are revolutionizing humanoid capabilities:

  • Artificial Muscles: Companies like Artimus Robotics have pioneered biomimetic muscles that emulate biological musculature, providing powerful, smooth, and precise movements. Integrating these muscles into full humanoid systems has led to significant improvements in agility, energy efficiency, and naturalness of motion.

  • High-Performance Actuators: Firms such as SPG are developing high-torque, low-latency actuators that enable humanoids to balance strength with delicacy, essential for tasks like heavy lifting and handling fragile objects. These actuators enhance the power-to-weight ratio and motion finesse.

  • Reconfigurable Modular Hands: Changingtek Robotics has introduced the "X2" dexterous hand, a lightweight, multi-mode, reconfigurable manipulator designed for adaptability across diverse tasks and environments. Modular, reconfigurable components are vital for creating versatile humanoids capable of multi-environment operation, from industrial assembly to healthcare.

Perception and Control: Combining Sensing with Advanced Software

Hardware advances are complemented by state-of-the-art perception and control systems:

  • Tactile Sensors: The SuperTac sensors from China are now widely adopted, allowing robots to detect subtle pressure variations, textures, and slip. This tactile acuity enables safe and delicate object handling, such as medical instruments or fragile materials.

  • Integrated Perception Stacks: Systems like SLAMTEC’s Aurora S fuse tactile data with visual inputs (depth cameras, LIDAR) for robust, real-time perception. Such integration allows humanoids to dynamically adjust their grip, navigate complex environments, and perform precise manipulations in unstructured settings.

  • AI-Driven Control Solutions: Leading hardware and software providers are releasing learning algorithms for simulation-to-real transfer and real-time decision-making. For instance, Nvidia’s DreamZero offers adaptive learning capabilities that accelerate development cycles and enhance robot reliability in unpredictable scenarios.

Industry Movement Toward Commercialization and Deployment

The industry is swiftly transitioning from research prototypes to customer-ready products:

  • Unitree Robotics’ H2 is now available for pre-order, capable of complex martial arts, industrial manipulation, and autonomous navigation—a clear indication of market-ready humanoids.

  • Honor’s consumer-oriented humanoids are set for major product rollouts, aiming to bring humanoid capabilities into homes and workplaces. Their interactive robots are designed to engage humans naturally and perform a variety of tasks.

  • In industrial settings, demonstrations at the AI Impact Summit 2026 showcased power-efficient AI chips from Qualcomm and Toyota’s humanoids deployed in factories, emphasizing industrial-grade systems ready for mass deployment in manufacturing, logistics, and public safety.

Broader Implications: Security, Ethics, and Regulatory Considerations

As humanoids become more capable and widespread, ethical and regulatory debates are intensifying:

  • A San Francisco-based startup has proposed arming humanoids with non-lethal defense tools, igniting discussions on security, ethics, and governance. Policymakers, including the Trump administration, are engaging in regulatory dialogues to establish safety standards for armed robots deployed in public spaces.

  • Governments worldwide are considering policy frameworks that incorporate standardized safety protocols, AI oversight, and ethical guidelines—aimed at ensuring humanoids serve society responsibly and minimize risks.

The Road Ahead: Challenges and Opportunities

Despite remarkable progress, several challenges remain:

  • Cost and Supply Chain Resilience: Although hardware innovations drive down costs, scaling production of specialized components—such as advanced chips from firms like Infineon—remains crucial. Ensuring robust supply chains is vital to meet market demand.

  • Perception and Control Robustness: Achieving reliable perception and safe control in unstructured, real-world environments continues to be a key R&D focus. Developing fault-tolerant systems and adaptive algorithms is essential for widespread adoption.

  • Market Scalability: As investor confidence surges—evidenced by recent $145 million funding for China’s AI² Robotics—the challenge is to reduce costs further and expand production capacity to meet global demand.

Conclusion

The humanoid robotics industry stands at a pivotal juncture, propelled by hardware breakthroughs—from biomimetic artificial muscles to modular, reconfigurable hands—and massive investments fueling control systems and embodied intelligence. The convergence of advanced perception, AI-driven control, and scalable manufacturing is rapidly making humanoids more capable, reliable, and accessible.

As these technologies mature, humanoids are poised to become integral partners across industries and daily life, transforming workflows, enhancing safety, and unlocking new possibilities for human-robot collaboration. Navigating the accompanying ethical, safety, and regulatory landscapes will be essential to ensure these powerful machines serve society responsibly, fostering a future where human and humanoid coexistence advances seamlessly and safely.

Sources (35)
Updated Feb 27, 2026