#USA #Pittsburgh #Physical AI #Daimon Robotics #Tactile Intelligence

Introduction

Daimon Robotics, a pioneering force in the realm of tactile intelligence, is setting the stage for a new era of robotics at the IROS 2026 conference held in Pittsburgh. Under the motto "From Touch to Intelligence," the company has unveiled its comprehensive full-stack solutions aimed at enhancing physical AI capabilities, significantly elevating robots' interaction with their environments.

The Need for Tactile Intelligence

As robots are increasingly tasked with complex physical actions, their sensory perception must extend beyond mere visual inputs. Factors such as touch, force, slippage, and material response are crucial in determining the success of various tasks. Traditional visual perception often falls short, making the need for tactile feedback more apparent. This is where Daimon's innovative tactile sensing technology comes into play, offering a deeper understanding of robots' interactions with the world around them.

Daimon's Innovative Approach

The newly developed infrastructure by Daimon Robotics integrates tactile perception, physical interaction data, and world modeling to enhance robotic capabilities. During the IROS 2026, demonstrations illustrated the three-tiered architecture of this system:

1. Perception Layer: Featuring the DM-Tac series, this tier comprises image-based tactile sensors that boast over 110,000 sensing units. These sensors provide multidimensional, high-resolution, and high-frequency perception across more than twelve tactile modalities. Live demonstrations showcased underwater sensing, durability tests, and empty packaging detection, highlighting the sensors’ extraordinary sensitivity and stability, even in demanding environments.

2. Data Layer: The Data-Nexus Acquisition System serves as a crucial element by unifying data collection devices, networking functions, processing pipelines, and evaluation benchmarks into a coherent data workflow. This synergy continually generates high-quality physical interaction data essential for model training.

3. World Model: The Daimon-TWM model anchors intelligence in physical interaction data, enabling physical cognition, predictive decision-making, and real-time control for adept manipulation tasks. The IROS 2026 conference marked the model’s first public demonstration since its launch in August, showcasing its capabilities through two autonomous manipulation tasks.

Live Demonstrations

The tasks featured during the event included:

• - Friendship Bracelet Creation: This task required the robot to handle tiny engraved beads—aligning their openings and threading them onto a flexible cord. It necessitated meticulous precision at a minuscule scale, adaptability to deforming materials, and responsiveness to changing contact conditions. The Daimon-TWM model showcased its ability to continuously adapt actions based on tactile feedback rather than following a predetermined sequence.

• - Heat Transfer Printing on a Canvas Bag: In this task, the robot autonomously applied stickers, removed protective film, performed heat pressing, cured the prints, and made the final placements. The lengthy process demanded precise placements, careful peeling, and sensitivity across multiple steps with varying contact conditions. The TWM model enabled the robot to anticipate the outcomes of each action, adjusting upcoming steps in real time based on the task's physical state.

Both demonstrations exemplified how Daimon-TWM utilizes tactile feedback to dynamically mold actions from one phase to the next, enhancing robots' physical intelligence in real-world scenarios.

Conclusion

Daimon Robotics is committed to building a cohesive ecosystem for physical AI that seamlessly integrates tactile sensing, data, and models. Their groundbreaking tactile technology empowers robots with genuine physical intelligence, paving the way for robust manipulation tasks within complex, contact-rich environments. Originating from the advanced robotics research team at the Hong Kong University of Science and Technology, the company officially began operations in 2023, headquartered in Shenzhen, and has a research and development office located in Hong Kong, signaling its dedication to advance the future of robotics.

Daimon Robotics stands poised to redefine how robots interact with their surroundings, moving from mere observation to genuine physical interaction and understanding.