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HRL Builds a Silicon Quantum Processor That Can Run Its Own Error-Correction Controls
HRL integrates cryogenic control electronics directly with silicon qubits, tackling one of the critical engineering challenges facing million-qubit quantum processors.
Malibu
July 29, 2026

One of July 2026's most practically significant hardware developments came from HRL Laboratories, which demonstrated a silicon quantum processor integrated with cryogenic digital control electronics.
The project addresses a problem that receives less public attention than qubit fidelity but could become one of the biggest barriers to building million-qubit machines: wiring and control.
Most experimental quantum computers rely on large racks of room-temperature electronics. Individual signals must then travel through cables into the cryogenic environment containing the quantum chip. This approach becomes increasingly difficult as the number of qubits grows.
HRL instead developed a custom CMOS controller operating at approximately −450°F inside the cryogenic system. The controller generated the time-dependent control signals required for an 18-qubit silicon device, allowing error-correction routines to operate autonomously without real-time control from room-temperature electronics.
A high-density superconducting ribbon cable connects the controller to the still-colder qubit device while limiting unwanted heat transfer. HRL reported control errors approximately ten times lower than previous demonstrations using this class of exchange-only silicon qubit. Individual operations were completed in less than a microsecond.
The system also demonstrated error suppression using repetition codes. HRL reported that errors decreased by roughly a factor of five as additional qubits were incorporated into the code.
The work appeared in Nature on July 29 as “A digitally controlled silicon quantum processing unit.” The processor contains a three-rail array of 54 quantum dots configurable as up to 18 exchange-only qubits.
The significance goes beyond the modest qubit count.
Silicon quantum computing has long been attractive because it may eventually leverage manufacturing expertise developed by the semiconductor industry. But scalable manufacturing is useful only if millions of qubits can also be controlled efficiently.
HRL's experiment begins addressing both sides of that problem simultaneously: manufacturing-compatible silicon qubits and scalable cryogenic electronics.
Future quantum computers may therefore resemble highly integrated semiconductor systems rather than laboratory experiments surrounded by racks of individual control equipment.

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