The numbers said OLT-1 was stuck at 28% understanding. The numbers were wrong. When you build a developmental AI that learns one concept at a time, you run into a problem that doesn't exist for internet-scale models: you can't just scrape more data. OLT-1 is at Stage 9. A Stage 10 training dump from the internet doesn't exist, because the internet was written for adults. So we built a teacher. An