Yi-Xin Dong

Why Does the Future Branch? Identifiable Closure Tests for Stochastic Physical World Models

A calibrated stochastic world model can reveal how uncertain a future is without revealing why it branches. The same conditional future law can arise because an observation aliases physical states or because dynamics remain random after the declared full state is fixed. We prove that ordinary transitions cannot identif...