A gallery in Lagos writes catalogue labels from an interleaved prompt: two example images with labels, then a new image. A frozen language model reads the text, and gated cross-attention blocks between its layers let it look at the images. Then open the gates fully at the start, drop the image mask, or give no examples. This lesson needs JavaScript.