Quantum Computer Learns to Play Without a False Note express

Original: "High-Precision Calibration Workflow Achieves Above $$99.9\%$$ CZ Gate Fidelity on a Scalable Superconducting Processor"
arXiv:2607.01422 · 2026-07-01 · CC BY 4.0 · 1 min
Record accuracy of quantum operations: less than one error per thousand steps.

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Quantum computing suffers from 'false notes' — errors that arise from the slightest inaccuracy. Now they are eliminated with the precision of tuning a concert grand piano. The idea traces back to the dreams of pioneers — David Deutsch and Peter Shor — of flawless operations.

The method works like an ideal tuner: it captures dissonances and instantly corrects parameters. Special circuits amplify the error signal, like highlighting an out-of-tune string. This is a quantum analog of spectroscopy — analyzing the 'spectrum' of glitches instead of light. Accuracy reached 99.9%, and systematic error plummeted to 0.007% (like a clock that loses a second every six months). Errors generate entropy — a measure of disorder; the new method almost eliminates it.

The chip is cooled with liquid helium to a temperature a hundred times lower than in intergalactic space — otherwise thermal noise would drown out the quantum 'notes'.

An unexpected result: the autonomous adjustment remained stable for 9 hours without human intervention.

Superconducting qubits operate at 0.01 Kelvin — colder than the darkest corners of space, and 300 times frostier than open space.

Science fiction writers envisioned quantum computers as the brains of starships and simulators of reality — for example, in Dan Simmons' 'Hyperion'.

Scientists
Ludwig BoltzmannRudolf ClausiusNiels BohrPascual JordanWerner HeisenbergJacob Bekenstein
Concepts
fidelity fault tolerant quantum computer error threshold quantum gate tuning error rate logical qubit single qubit operation computational power readout decoder superconducting qubit calibration