An Irreducible Quantum Advantage in Aligning World Models with Reality
The research investigates whether classical world models can perfectly align with true worlds defined by classical rules. It finds that finite classical models inherently fail, showing persistent errors in decision-making and reward estimation along certain paths. Quantum mechanics provides an exact solution: a single quantum system (a qutrit) can perfectly reproduce any such true world, meaning the quantum model achieves zero error against reality.