Training on physical actions
WALL-OSS combines robot action recordings, open-source demonstrations and visual question-answer data. Camera views and text instructions feed a shared model that links task reasoning to movement, including multi-step manipulation.
Hardware for the learning loop
The company has released wheeled dual-arm and humanoid robot bodies. These provide platforms for collecting interaction data, testing control models and research; its January announcement follows the 2025 open-source release of WALL-OSS.
Where the funding goes
- Integrated robot software and hardware development
Sources
- X Square Robot: funding announcement
- X Square Robot: January 12 financing announcement on company news index
- 36Kr / Qbit: financing participants and robot development report
- China Securities Journal: financing and direct company statement on use of capital
- X Square Robot: WALL-OSS model and training design
- Wuxi Capital Group: official English identity
- Nanshan district: official strategic investment company identity
- EU Official Journal: announcement-day ECB rates