How a Brainless Slime Mold Outpaces Supercomputers ✎ express

Original: "Morphological computational capacity of Physarum polycephalum"
arXiv:2510.19976 · 2025-10-22 · arXiv non-exclusive · independent analysis · 1 min
An ordinary amoeba, lacking a nervous system, can perform an astronomical number of computations — all thanks to the movement of its gelatinous mass.

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Physarum polycephalum is a tiny brainless slime mold, resembling spilled lemonade. But this blob, living in humid environments, can solve mazes. Its secret lies in a unique way of processing information: it uses fluid flows and chemical signals, turning its entire body into a kind of liquid processor. Every movement, every reaction becomes a computational step.

Physicists applied the physical limit of computation speed, linked to energy, to this organism. It turned out that in a day, this "slime" performs up to 10³⁶ operations — many orders of magnitude more than all of humanity's computers combined. An amazing detail: computational power scales with size — as if each new millimeter adds a separate processing unit, right during movement.

This approach allows comparing the "mental" abilities of all carbon-based life — from bacteria to plants — and even to peer into the future of artificial intelligence. Perhaps swaying colonies of microorganisms in the wind, or creatures gliding along the bottom, are also conducting silent computations that we never suspected.

In a single gram of this slime mold lies computational power comparable to thousands of supercomputers — and all without a single transistor.

Scientists
Ludwig BoltzmannRudolf ClausiusJacob BekensteinStephen HawkingJames Clerk MaxwellEdward Witten
Concepts
computation brain