Consider a thought experiment: one intelligence is trained exclusively on everything known about apples. Another is trained only on oranges. They are allowed to communicate but are strictly forbidden from discussing the specifics of their respective fruits. Would the apple expert learn about oranges, and vice versa? Surprisingly, the answer is almost certainly yes. Information inevitably leaks through the structure of communication itself. While their specific knowledge is specialized, they share a common linguistic framework. They both understand concepts like color, shape, growth, and climate.