# A New Mathematical Framework Promises to Tell Walking Robots When They Are About to Fall

- slug: a-new-mathematical-framework-promises-to-tell-walking-robots-when-they-are-about-to-fall
- date: 2026-04-22
- category: Robotics

HALO learns a 12-dimension model of a walking robot from motion data, then predicts whether the robot will stay upright or fall using math borrowed from dynamical systems theory. The code is open source. The catch: it has only been tested in simulation.

---