Why noise gets in the demon's way

Original: "When trajectory-based bounds fail: information thermodynamics under noisy feedback"
arXiv:2607.27299 · 2026-07-29 · CC BY 4.0 · 1 min
When measurements are noisy, the demon is better off forgetting the past and looking only at the present moment.

A driver is moving through fog and can see only the nearest meter of road. A map becomes useless at every turn, because there are no landmarks in sight. Maxwell's demon, which tries to extract work from thermal motion, finds itself in a similar situation when its measurements are noisy. Researchers have shown that in such fog, a simple glance at the present moment is more reliable than a detailed memory of the journey.

In the experiment, a tiny plate oscillates at a frequency of 1100 Hz, and its position is measured to within 1 pm, but noise is added, like grime on the windshield. A control force switches depending on the sign of the measured coordinate, and a little work is extracted from the thermal fluctuations. The more precisely the demon knows where the plate is, the more work it extracts.

Three bounds were compared: two take into account the entire history of the plate's motion, while the third looks only at the instantaneous relationship between what the demon sees and what it does.

When the measurements are nearly perfect, the bound that remembers everything turns out to be the best. But add noise, and that bound quickly weakens. The simple instantaneous relationship holds up better and accurately predicts how much work can be extracted. The fog thickens, and the driver stops looking at the map, watching only what is visible right in front of the hood.

The microcantilever oscillates with an amplitude of about 1 nanometer, comparable to the size of a small molecule, and the interferometer's precision allows detecting a displacement of one-thousandth of that amplitude.

The idea of a demon that extracts work from thermal motion but makes measurement errors echoes Stanisław Lem's story 'The Second Kind of Demon,' where the demon faces the limitations of its own perception.

Concepts
information theory information thermodynamics background carnot limit second law of thermodynamics measurement noise thermal boundary resistance Boltzmann equation feedback statistical noise von Neumann entropy holographic dark energy