Maxwell's Demon Squeezes Work From Hidden Information With Two Measurements, Study Shows
Konstanz and Max Planck physicists report in Nature Physics that a particle in a gooey liquid can yield extra energy when measured twice.

Maxwell's demon is more than 150 years old, and physicists are still finding things it can do. A team from the University of Konstanz and the Max Planck Institute for Dynamics and Self-Organization in Göttingen reports in Nature Physics that information a demon cannot see directly can still be turned into usable work.
The demon is an imagined microscopic gatekeeper. Picture a small door between two compartments of gas. By watching individual molecules, the demon opens the door for fast ones going one way and slow ones going the other. Over time one side gets hotter and the other colder, and that temperature difference can drive a machine. The demon supplies no energy. It uses only information about the motion of the molecules. The idea first looked like a challenge to a fundamental law of thermodynamics, because it seemed to extract work from a system in equilibrium. The paradox is now resolved by treating information as a physical resource that can be converted into work, and that insight has driven interest in information engines, microscopic machines powered by information instead of temperature differences.
Real demons have a problem, though. They never have complete information. Even for a single particle, position and velocity cannot be measured perfectly. And microscopic machines are often expected to work not in simple liquids like water but in polymer solutions, biological fluids and other structured materials, whose internal microstructure the demon cannot observe. Part of the relevant information stays hidden, which limits how efficient the machine can be.
The researchers set up an experiment to see whether that hidden information could still be exploited. A microscopic particle is held by a tightly focused laser beam inside a complex liquid that forms a dynamic, spaghetti-like network of tiny structures. As the particle moves, it deforms the network, and the network pushes back and shapes the particle's later motion. The team can track the particle with high precision, but not the network. From the demon's point of view, the environment is only partly visible.
Their solution is a double-measurement strategy. Instead of one observation, they measure the particle's position twice, separated by a controlled time delay. Comparing the two readings gives indirect information about the hidden state of the surrounding medium, extending the demon's knowledge beyond a single snapshot. By tuning the delay, the team showed that energy stored in the hidden dynamics of the environment can be harvested and converted into useful work. Under suitable conditions, the demon extracted more work than a single measurement allows.
The results show that information encoded in hidden environmental degrees of freedom can be partially recovered and used as a thermodynamic resource, by exploiting temporal correlations and the memory of the environment. The authors call it an important step toward cyclic microscopic information engines that, unlike heat engines, do not need a temperature difference or other large-scale energy gradient. That matters at tiny scales, where stable thermal gradients are hard to maintain. The paper is titled "The extraction of work from hidden degrees of freedom."





