Large language model (LLM) applications such as ChatGPT may seem well suited to guiding close examination of an artwork. They can draw on extensive knowledge about artists and their work, and they can readily conduct a dialogue through Socratic questioning. Yet interpreting images has historically been far more difficult for AI than processing language.