When the Model Fixes Its Own Bugs: GLM-5.1 and the Long-Horizon Reasoning Leap

Z.ai just released GLM-5.1, a 754 billion parameter model from the Chinese AI lab, and something unusual happened when Simon Willison ran the standard pelican test. The model didnt just generate an SVG of a pelican on a bicycle. It spontaneously crea...