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Quantum Error Correction

Encoding logical qubits into many physical qubits and analysing how Pauli errors propagate through logical protocols.

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scienceConfirmed3 publishers

Google's Willow chip cultivates magic states with errors cut roughly 40-fold

Google Quantum AI cut errors in the magic states made on its Willow chip roughly 40-fold, using a technique called cultivation. The states still fail about once in 10,000 attempts, Scientific American reported, against one in a million or better for simulating molecules.

Perspective Coverage

3 publishers
Builder
Builder 53%
Operator
Operator 20%
Investor
Investor 27%

Reality

Evidence72
Adoption
Not scored
Hype gap+20
Incentives35
Confidence74
buildConfirmed5 publishers

Google's Willow chip cultivates magic states with about 40x fewer errors

Google Quantum AI says magic state cultivation cut errors about 40x on its Willow chip, in a result published in Science. The up-to-95% overhead figure is an older estimate, and Google says the protocol still needs a larger-scale demonstration.

Perspective Coverage

5 publishers
Builder
Builder 41%
Operator
Operator 21%
Investor
Investor 38%

Reality

Evidence68
Adoption
Not scored
Hype gap+30
Incentives60
Confidence72
scienceOne report1 publisher

Stanford team observes quantum jumps in phonons using thin-film lithium niobate

Stanford researchers report quantized jumps in phonons, the quanta of mechanical vibration, using thin-film lithium niobate devices. Team leader Amir Safavi-Naeini says error correction and mass spectrometry need phonon lifetimes 10 times longer.

Publishers:physicsworld.com

Reality

Evidence50
Adoption
Not scored
Hype gap+5
Incentives
Not scored
Confidence55
scienceOne report1 publisher

Rutgers and IBM reset up to 100 qubits mid-run to bring a chaotic quantum system under control

Rutgers and IBM researchers repeatedly measured and reset up to 100 qubits on a 156-qubit chip to bring a chaotic system under control. The Nature Physics study is among the largest real-time feedback-control demonstrations to date, a capability future fault-tolerant machines will need.

Publishers:phys.org

Reality

Evidence58
Adoption
Not scored
Hype gap+20
Incentives45
Confidence55
productOne report1 publisher

Rutgers and IBM hold a 100-qubit chain in order with nearly 5,000 mid-run resets

Rutgers and IBM researchers reset qubits almost 5,000 times mid-calculation to push a 100-qubit chain from chaos into order. Present-day hardware can run the repeated loop that error correction depends on, though the demonstration stops short of a fault-tolerant machine.

Reality

Evidence45
Adoption
Not scored
Hype gap+30
Incentives50
Confidence45
buildOne report1 publisher

Quantinuum's Helios-1 keeps error-correction circuits usable at up to 91 data qubits in a Julich benchmark

Quantinuum's Helios-1 kept useful output in error-correction circuits of up to 91 data qubits, a Julich preprint benchmarking 10 processors found. Its benchmark needed only 50 runs per circuit to detect gains, a cheap check before committing to a full error-correction experiment.

Publishers:dev.to

Reality

Evidence50
Adoption
Not scored
Hype gap+20
Incentives
Not scored
Confidence45
productOne report1 publisher

Oratomic hits $5.4bn in a quantum market Gartner expects to lose over half its startups by 2030

Oratomic raised $475m at a $5.4bn valuation, the Wall Street Journal reported, as Gartner forecast more than half of quantum startups will close by 2030. Anyone signing a multi-year quantum contract now has to judge whether the vendor lasts to its own delivery date.

Publishers:thenextweb.com

Reality

Evidence45
Adoption30
Hype gap+45
Incentives65
Confidence40
scienceOne report1 publisher

Warwick physicists propose phonons as a long-range link between germanium spin qubits

University of Warwick researchers propose phonons as a bus linking distant qubits on a germanium-on-silicon chip, in a June 15 APL Quantum paper. The links target the nearest-neighbour limit on error correction, and their claimed hardware savings over surface-acoustic-wave schemes are argued from the design without a measurement behind them yet.

Publishers:livescience.com

Reality

Evidence35
Adoption
Not scored
Hype gap+45
Incentives
Not scored
Confidence40
productOne report1 publisher

D-Wave opens a beta simulator for testing gate-model programs against dual-rail errors

D-Wave opened a beta of its gate-model simulator, letting customers write and test error-aware programs against its dual-rail qubit design. Teams can now check algorithms against that design's errors while fault-tolerant hardware stays on D-Wave's roadmap.

Publishers:siliconangle.com

Reality

Evidence35
Adoption15
Hype gap+30
Incentives70
Confidence40
productConfirmed3 publishers

IBM cools and links its first two quantum fridge modules, with Starling still dated 2029

The milestone is packaging, not qubits: box-shaped cryostats that pack in rows, a cold volume 12 times larger, and a coupler meant to knit hundreds of chips into one machine.

Perspective Coverage

3 publishers
Builder
Builder 43%
Operator
Operator 27%
Investor
Investor 30%

Reality

Evidence55
Adoption8
Hype gap+35
Incentives70
Confidence60
scienceOne report1 publisher

Japan pins its neutral-atom quantum roadmap to a March 2031 target

Shunkai holds its qubits in optical tweezers at room temperature, starts with about 50 of them, and is slated to join a shared supercomputing facility as a quantum-GPU hybrid. Its scale-up target of 10,000 qubits is dated March 2031.

Publishers:livescience.com

Reality

Evidence52
Adoption28
Hype gap+30
Incentives65
Confidence55
securityOne report1 publisher

IonQ says one standard CPU kept up with error correction for 408 simulated logical qubits

The 0.02% timing overhead comes from IonQ's own simulations of 88 memory blocks and magic factories, posted to arXiv. For anyone working through a cryptographic inventory, the readiness deadlines stand where they were.

Publishers:securityweek.com

Reality

Evidence33
Adoption
Not scored
Hype gap+35
Incentives80
Confidence55
investOne report1 publisher

IonQ decodes 408 logical qubits in real time on twelve cores of an Apple M4 Max

IonQ researchers report a real-time error-correction decoder that added under 0.3% to runtime at a CNOT error rate of 10^-4, and under 12% at five times that rate, on workloads simulated against the company's own proposed architecture.

Reality

Evidence34
Adoption9
Hype gap+36
Incentives71
Confidence41
scienceOne report1 publisher

Stanford catches single phonons jumping to zero inside a two-millisecond ringdown

Stanford physicists report in Science the first real-time observation of quantum jumps of sound, using a superconducting qubit to check a mechanical resonator hundreds of times during its two milliseconds of vibration.

Publishers:phys.org

Reality

Evidence58
Adoption
Not scored
Hype gap+15
Incentives68
Confidence62
productOne report1 publisher

Fermilab cut a five-month fault-tolerance study to three weeks on Nvidia's new CUDA-Q layer

Nvidia's CUDA-Q Logical simulates logical qubits, error-correction codes and QPU architectures side by side. The two customer results it launched with come from an architecture startup and a national lab, and both are models.

Publishers:siliconangle.com

Reality

Evidence38
Adoption34
Hype gap+32
Incentives84
Confidence46
buildOne report1 publisher

Backline claims sub-three-microsecond quantum-classical loop; hardware used unspecified

Xanadu and AMD have released an open-source plugin that treats a quantum processor as one node on a fast classical network. The whole case rests on a sub-three-microsecond loop time, and the announcement does not say how that figure was measured.

Publishers:dev.to

Reality

Evidence20
Adoption10
Hype gap+45
Incentives75
Confidence30
securityOne report1 publisher

A new IACR estimate sizes the secp256k1 break at 1,450 logical qubits and 40 million Toffoli gates

The algorithm-level numbers are the part of the estimate that can be recompiled onto any fault-tolerant machine, and the headline 25.7 days on 19,397 physical qubits belongs to the trapped-ion architecture its own authors proposed.

Publishers:iacr.org

Reality

Evidence58
Adoption
Not scored
Hype gap+12
Incentives62
Confidence55
securityOne report1 publisher

IonQ's compiled secp256k1 break needs twice the qubits of its 2027 machine

IonQ's September 8 paper puts one secp256k1 key at just under 26 days on 20,000 physical qubits. The company's roadmap reaches 10,000 fault-tolerant qubits in 2027 and names no year for the larger machine.

Publishers:ionq.com

Reality

Evidence38
Adoption
Not scored
Hype gap+55
Incentives88
Confidence62
scienceOne report1 publisher

Chalmers theorists run a bosonic quantum gate in one driving cycle instead of thousands

A Physical Review Letters paper from Chalmers puts a wide class of bosonic operations inside a single driving cycle. The 1,000-fold figure counts cycles, and no fidelity or hardware measurement accompanies it.

Publishers:phys.org

Reality

Evidence42
Adoption
Not scored
Hype gap+45
Incentives70
Confidence58

Earlier coverage