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Fault-Tolerant Quantum Computing

Progress toward logical qubits and error-corrected quantum computation, including gate fidelity and error-rate targets.

Current stories

investOne report1 publisher

Investors pay up for a 2028 quantum timeline the industry keeps moving

Amazon, IBM and the White House expect the first fault-tolerant quantum computers around 2028 or 2029, a timeline that has shortened in recent years. Investors have followed, pushing IonQ up more than 300% since 2024, well before any fault-tolerant machine exists.

Reality

Evidence40
Adoption25
Hype gap+45
Incentives70
Confidence45
productConfirmed4 publishers

DARPA now tests six quantum companies' roadmaps against their hardware

DARPA moved four quantum firms, Atom Computing, Diraq, IBM and IonQ, into the final stage of its benchmarking programme, joining Microsoft and PsiQuantum. Buyers hearing quantum pitches now get a government check of six designs against a 2033 goal of a machine worth more than it costs.

Perspective Coverage

4 publishers
Builder
Builder 34%
Operator
Operator 29%
Investor
Investor 37%

Reality

Evidence72
Adoption20
Hype gap+30
Incentives65
Confidence70
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
buildOne report1 publisher

NVIDIA ships Sandia's logical-qubit benchmark inside its own CUDA-Q toolchain

CUDA-Q Logical lets researchers swap error-correction codes and hardware architectures and recompute the resource estimate. Sandia's QUOPS benchmark for logical-qubit readiness now reaches the industry through NVIDIA's platform.

Reality

Evidence30
Adoption40
Hype gap+35
Incentives90
Confidence45
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
productOne report1 publisher

IonQ credits SkyWater's standard lines with cutting its chip design cycle to two months

Superion 256 opens for orders with deliveries due in 2027. The six tapeouts IonQ ran in half a year say more about whether its 2028 fault-tolerance date is real than the qubit count does.

Publishers:siliconangle.com

Reality

Evidence32
Adoption18
Hype gap+44
Incentives80
Confidence46
buildOne report1 publisher

IonQ's secp256k1 estimate spends 13 physical qubits on every logical one

The 26-day figure is a runtime rather than a date, and it works out to one logical Toffoli every 57.6 milliseconds on trapped-ion hardware whose scale IonQ's roadmap does not reach until 2028. No error rates are published to check it.

Publishers:dev.to

Reality

Evidence30
Adoption
Not scored
Hype gap+40
Incentives80
Confidence40
investOne report1 publisher

IBM buys HRL, lines up $2B of proposed federal money, and puts 2029 on the retention schedule

IBM has closed the HRL Laboratories deal behind a 2029 fault-tolerant target. For anyone holding ciphertext that must outlive the decade, the vendor's date is now the planning date.

Reality

Evidence34
Adoption41
Hype gap+46
Incentives74
Confidence38
scienceOne report1 publisher

A classical shortcut turns magic-state overhead from an estimate into a measurement

UC Davis researchers report in PRX Quantum a way to simulate noisy, high-fidelity magic-state preparation at polynomial cost. Error budgets can be tested rather than assumed.

Publishers:physicsworld.com

Reality

Evidence60
Adoption
Not scored
Hype gap+15
Incentives38
Confidence55
productOne report1 publisher

Quantinuum brings in Quanta, and concedes the bottleneck is packaging, not qubit count

The trapped-ion company signed a joint development deal with contract manufacturer Quanta Computer for hardware infrastructure. No new processor, no volumes, no timetable, and that is the tell.

Reality

Evidence34
Adoption22
Hype gap+24
Incentives62
Confidence41