A lean, unconventional text model that runs on a recurrent architecture rather than the transformer design most models use. This means it processes sequences with constant memory regardless of length — a practical advantage when handling long contexts on limited hardware. The trade-off is that it may lag behind transformer-based peers on complex reasoning tasks.