#China #Shanghai #Physical AI #Xense Robotics #Daolin Ma

The Importance of Tactile Intelligence in Physical AI

In a groundbreaking article published in the World Economic Forum, Daolin Ma, the CEO and founder of Xense Robotics, delves into the next evolutionary step in artificial intelligence, particularly in its transition to the physical realm. His article, titled "Why tactile intelligence may become the next infrastructure layer for physical AI," underscores the critical role of tactile feedback in enhancing robot interactions within real-world environments.

As artificial intelligence evolves from mere data processing in digital ecosystems to functioning effectively in our tangible world, the conversation has shifted. Previously, the primary concern was whether robots could understand their surroundings. Yet, Daolin Ma posits that the focus needs to be on whether these machines can interact with their environments effectively and consistently.

This substantial shift raises a key question: Is basic understanding sufficient for robotics in practical applications such as factories, hospitals, and homes? The answer, as suggested by Ma, lies in providing robots with richer and more nuanced physical perceptions. Tactile feedback—information about contact, force, friction, deformation, and the properties of various materials—emerges as a vital connection between intelligent systems and their physical settings.

Xense Robotics, under Ma's leadership, has been at the forefront of research and development in tactile intelligence since its inception. The company has successfully created a comprehensive ecosystem that integrates hardware, data, and modeling technologies aimed at real-world applications. This robust foundation enables Xense to hold a unique position as one of China’s few industrial pioneers capable of implementing tactile intelligence across various sectors.

The article explains that advancing tactile intelligence will not merely involve the expansion of existing models; it will necessitate a commitment to enhancing robots' capacity for comprehensive physical interaction. Ma emphasizes the urgency of equipping robots with tactile abilities that mirror human touch, which will ultimately bridge the gap between perception and action.

Looking ahead, Xense is dedicated to advancing tactile intelligence to facilitate the broader adoption of Physical AI. This commitment aligns with Ma's vision of establishing a "tactile foundation layer" that allows robots to move beyond simple visual recognition toward understanding and effectively engaging with their surroundings.

Xense Robotics was established in May 2024 by Daolin Ma, who holds accolades including ICRA 2021's Best Paper Award. The company is positioned as a high-tech enterprise specializing in intelligent robotics and physical intelligence, focusing on the perception and autonomous interaction necessary for functional robots. Xense has developed a unique integrated technological framework that enfolds hardware and software, further enhancing real-world applications of its systems.

One of its significant innovations includes multimodal tactile sensors and the XTac system for tactile data collection. The VTLA multimodal foundational model merges visual, tactile, and linguistic information to refine robots' perception and interaction capabilities. This is crucial for improving the physical interactions that robots will exhibit in everyday scenarios.

To date, Xense Robotics has collaborated with over 300 leading companies and prestigious research institutes. Its partnerships include notable organizations such as Li Auto, CATL, and L'Oréal, further solidifying its reputation within the tech community. The company has garnered strategic investments from prominent firms like Hillhouse Ventures and Oriza Seed, positioning itself as a key player in tactile intelligence both in China and globally.

In conclusion, as the realm of artificial intelligence ventures deeper into the physical world, Daolin Ma's insights serve as a timely reminder that success hinges not just on understanding but also on the tangible interaction capabilities of robots. By focusing on tactile intelligence, Xense Robotics is pioneering a new wave of innovation that could redefine how robots interact with the world—and ultimately enhance their utility in everyday life.