Order of Operations Changes Quantum Memory express

Original: "Causal Architecture in Hidden Quantum Markov Models"
arXiv:2602.19120 · 2026-02-22 · CC BY 4.0 · 1 min
Two quantum processes that differ only in the order of updating and outputting data behave differently even after a long time.

Two people read the same book, but one turns the page first and then looks at the text, while the other does the opposite. It would seem the result is the same. But in the quantum world, the order of operations changes everything.

This work examines models that output sequences of symbols, like a ticket machine. Inside such a machine, there is a hidden state that gets updated, and from it a visible symbol is extracted. Usually, the state is updated first, then the symbol is output. The authors reversed the order: output first, then update. It turns out that the two variants produce different symbol chains, and this difference can be noticed even if you wait a very long time or carefully choose the initial state.

A quantum system is like a spinning coin that only lands heads or tails when measured. The order in which you spin the coin and look at it affects the final sequence of tosses.

But there is an exception. If both models are derived from the same classical model, then the order does not matter: they produce identical chains. This means the difference arises only from quantum effects, when the hidden state can be in multiple variants simultaneously. Such sensitivity to order helps reveal quantum memory that cannot be reduced to classical memory.

A translator either listens to a phrase first and then writes the translation, or the other way around. If the result differs, then something non-classical is happening in their head.

Even if two quantum devices are started from different initial states, the difference in the order of operations can still be detected after arbitrarily long times.

Scientists
Erwin SchrödingerHugh Everett IIINiels BohrPascual JordanWerner HeisenbergStephen Hawking
Concepts
classical model quantum switch quantum-like models hybrid algorithm memory memory effect Markov chain data center classical computer Hamiltonian mechanics causal set theory hybrid approach single qubit operation commutator medicine coupled general circulation model causality reservoir computing black box hidden magnetic order