A farm advice app in Kenya lets farmers photograph a maize leaf and ask what is wrong. A simple MLP projects every image patch into a language model, trained in two stages: align on captions, then tune on questions and answers. Then skip either stage, or train on instruction data that was never checked against the images. This lesson needs JavaScript.