A children's-book studio in Kigali wants one model that writes a story and draws its pictures in the same reply. Images become codes from a learned codebook, sharing one vocabulary and one sequence with the words. Then shrink the codebook to 8 entries, drop the image tags, or train a large model without QK-norm. This lesson needs JavaScript.