# 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. ---