Oh this is beautiful and reinforces the result that actual AGI will have to be able to develop its own encodings. In the sense of rather yellowstone relying on a fixed network creating a mapping, decide on a network to create mappings that make sense. Here's the whole system-theoretical background, papers at the bottom.