# Can a general-purpose brain adapt to all humanoid robots? Is that the future of embodied intelligence?

- Source: OFweek Robotics
- Published: 2026-10-22T01:54:00.000Z
- RoboHot: https://robohot.news/en/items/xhi0souz3wh4r4gcf36ljizbt
- Original: https://robot.ofweek.com/2026-10/ART-8321205-8420-30708230.html

## Summary

The DreamZero team proposes a cross-embodiment API approach, attempting to use a unified interface to let a general-purpose embodied brain adapt to humanoid robots from different manufacturers, while Unitree emphasizes that embodiment engineering challenges such as precision force control, whole-machine consistency, and long-term reliability have yet to be fully resolved. The article analyzes the divergence between the two approaches: the software camp argues that the brain should be decoupled and that hardware is merely a carrier, while the embodiment camp insists that body dynamics and intelligence are deeply intertwined. Within the short term of 3 years, the integrated software-hardware approach will remain the mainstream commercialization path, and a cross-embodiment API can only be implemented after infrastructure such as unified hardware interfaces and widespread automated calibration tools matures.