A Terminal With No Shell
WorldTUI is a 360M-parameter model fine-tuned to predict terminal screen changes from keystrokes, with no shell running behind it. It scores 80/106 on ShellBench and runs in-browser at int4 via WebGPU. As a demo of narrow world modeling it's impressive; as a reliable terminal it isn't — but that gap is the interesting part.
Read more →