Large language models know an unprecedented amount about reality. They understand physical processes, economic mechanisms, social dynamics, and causal relationships in complex systems. They’ve been trained on scientific texts, technical documentation, and empirical data that capture how the world works and what happens when certain actions are taken. Yet this isn’t enough to call them…