Machine Heart

Aug 6, 2026 · Artificial Intelligence

How Uncertain Differential Geometry Gives Robots a Brain Amid the Large‑Model Race

A Chinese team built a humanoid robot that can grasp a cup in real time without massive data or pre‑training, using Liu Baoding's uncertainty theory to model physical disturbances as a credible boundary through uncertain differential geometry, offering a white‑box alternative to mainstream large‑model approaches.