ACE ROBOTICS has announced a significant leap forward in physical artificial intelligence at the 2026 World Artificial Intelligence Conference. The company unveiled its Kairos 3.1 world model, the Ambient Capture Engine 2.0, and three commercial solutions aimed at real-world deployment. These innovations signal a strategic push to transition embodied AI from theoretical understanding to practical execution in various industries.
A New World Model for Physical Interaction
At the core of the announcement is Kairos 3.1, an action-oriented world model designed for the physical world. It features a unified architecture integrating generative, physical, and cognitive intelligence to enhance reliability. This approach aims to minimize the consequences of incorrect actions in complex and uncertain environments.
The model operates on an "understand, reason, execute, and reflect" loop, allowing it to deconstruct tasks and simulate outcomes. Its core component, ACE-BRAIN-0.5, has achieved state-of-the-art results across numerous public evaluations. This enables robots to learn from failures and adjust their strategies in real time for improved performance.
Powering Robots with High-Density Data
Supporting the new model is the Ambient Capture Engine 2.0, built on the company's "Information-Density Law." This principle prioritizes data that can change an agent's actions, classifying it into five density levels. The system focuses on capturing high-density interaction data to foster stronger generalization and continuous learning.
The engine includes the ACE Ego Kit, a wearable system for capturing human interaction data with high precision. This data is processed by the ACE Data Engine for automated annotation and standardized by the open-source ACE Ego Matrix. The company also released the ACE-Data-0 dataset to support broader research and development.
Commercializing Embodied AI Solutions
ACE ROBOTICS translated its foundational technology into three standardized industry solutions ready for commercial operation. These solutions, named Xiaoman, Xiaoxin, and Xiaotu, are designed for instant retail, hospitality, and outdoor services respectively. They represent a direct application of the Kairos world model in practical business workflows.
The Xiaoman solution targets instant retail fulfillment, pairing the new W1 robot with an integrated management system. It has already been deployed with partners like PetroChina and Kuaikeda in various store formats. The company plans an aggressive expansion, aiming for 1,000 retail locations within a year.
The company also introduced Xiaoxin to automate hotel laundry operations, addressing labor shortages during night shifts. Meanwhile, Xiaotu provides an intelligent brain for quadruped robots in complex outdoor environments for tasks like visitor guidance. These solutions demonstrate the versatility of the underlying AI platform across different sectors.
Fostering an Open Ecosystem
Beyond its product launches, ACE ROBOTICS is actively building an open ecosystem to accelerate industry-wide progress. The company co-initiated PHYSICAL IQ, a unified benchmark for embodied physical intelligence with over 20 partners. This standard aims to create a common ground for evaluating and advancing the technology.
The company also announced strategic collaborations to support its vision. These include an innovation platform with the Caohejing Development Zone and a World Model Cloud Ecosystem initiative with major cloud providers. Commercial partnerships with retailers further solidify its go-to-market strategy.
The comprehensive announcements from ACE ROBOTICS represent a pivotal moment for the embodied AI industry. By integrating an advanced world model, a high-density data pipeline, and deployable commercial solutions, the company is paving a clear path from laboratory research to tangible industrial value. This holistic strategy positions ACE ROBOTICS to lead the transition toward widespread adoption of physical AI.