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Quantum Computing

Field of research and engineering building quantum hardware and algorithms, aiming toward computers that outperform classical ones on real tasks.

Current stories

productOne report1 publisher

Anthropic reports a Claude-designed quantum circuit with 17 times fewer gates for 12 percent more qubits

Anthropic says Claude designed a quantum circuit with 17 times fewer gates after a 53-hour experiment with Harvard and QuEra researchers. The cost is 12 percent more qubits than the smallest earlier design, so the saving helps only teams that can spare them.

Reality

Evidence40
Adoption
Not scored
Hype gap+30
Incentives
Not scored
Confidence45
investOne report1 publisher

Claude Mythos 5 beats prior quantum circuit designs on seven of eight tasks, Anthropic says

Anthropic says Claude Mythos 5 beat prior quantum circuit designs on seven of eight tasks, with up to 17 times fewer gates in one case. The scores are automated gate and qubit counts, and the circuit behind the 17x needed slightly more qubits.

Reality

Evidence40
Adoption
Not scored
Hype gap+25
Incentives60
Confidence45
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

RIKEN's shared-line silicon qubits stay above 99.99% fidelity with three running at once

RIKEN researchers held gate fidelity above 99.99% with three silicon spin qubits running at once on a shared microwave line. With all five driven it falls to about 99.9%, a level the RIKEN account calls close to what fault-tolerant computing needs.

Publishers:phys.org

Reality

Evidence62
Adoption
Not scored
Hype gap+20
Incentives55
Confidence60
scienceOne report1 publisher

Edinburgh algorithm brings Gaussian boson sampling to standard computers

Edinburgh-led researchers built an algorithm that runs photonic quantum simulations on standard computers at around 5% of the compute, the team says. If the figure holds, groups without supercomputer access can test how error-prone photonic hardware behaves.

Publishers:phys.org

Reality

Evidence50
Adoption
Not scored
Hype gap+25
Incentives
Not scored
Confidence45
scienceOne report1 publisher

PPPL's Mark Martirez screens diamond qubit defects by simulating them as small molecules

Mark Martirez, a staff research scientist at the Princeton Plasma Physics Laboratory, simulates diamond qubit defects as isolated clusters of 16 to 30 atoms. Simulation turned up boron- and oxygen-based defects that could make useful qubits. They are candidates until someone grows and measures them.

Publishers:phys.org

Reality

Evidence40
Adoption
Not scored
Hype gap+35
Incentives60
Confidence50
buildConfirmed16 publishers

IonQ will pay up to $1.3 billion in stock for Elisity, a microsegmentation company

IonQ agreed to buy cybersecurity firm Elisity for up to $1.3 billion in stock, including up to $150 million in earn-outs. IonQ says the purchase opens enterprise and government channels for its quantum offerings.

Perspective Coverage

18 publishers
Builder
Builder 20%
Operator
Operator 34%
Investor
Investor 46%

Reality

Evidence68
Adoption35
Hype gap+30
Incentives66
Confidence75
scienceOne report1 publisher

Black-hole-inspired teleportation reaches high fidelity with no quantum magic

Two physicists at IIT (BHU) show a black-hole-inspired teleportation protocol reaches high fidelity without quantum magic. The result is a mathematical analysis, so the lower resource bar holds on paper until someone runs it on hardware.

Publishers:sciencealert.com

Reality

Evidence45
Adoption
Not scored
Hype gap+10
Incentives
Not scored
Confidence50
scienceOne report1 publisher

Ignacio Cirac wins 2026 Isaac Newton Medal for pioneering contributions that founded modern quantum information science

The Institute of Physics has given Ignacio Cirac its 2026 Isaac Newton Medal and Prize. Physics World, the IOP's own magazine, links it to his 1990s trapped-ion proposal with Peter Zoller.

Publishers:physicsworld.com

Reality

Evidence70
Adoption
Not scored
Hype gap+10
Incentives40
Confidence72
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
scienceOne report1 publisher

Illinois physicists extend quantum phase stability rules to systems that leak into their environment

Illinois physicists extend closed-system stability rules to open quantum systems in Physical Review X, splitting phases an older method grouped together. The work is pure theory, and its value for noise-prone quantum hardware depends on whether experiments can tell the newly separated phases apart.

Publishers:phys.org

Reality

Evidence35
Adoption
Not scored
Hype gap+30
Incentives
Not scored
Confidence40
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
productConfirmed6 publishers

Nvidia pledges $1 billion for Genesis Mission science in shares it has not disclosed

Nvidia committed $1 billion over five years to US science research tied to the Trump administration's Genesis Mission. It has not published how the money splits, so labs and cloud buyers cannot yet tell who gets compute or when.

Perspective Coverage

6 publishers
Builder
Builder 32%
Operator
Operator 37%
Investor
Investor 31%

Reality

Evidence58
Adoption
Not scored
Hype gap+35
Incentives70
Confidence62
productConfirmed2 publishers

Pentagon offers PsiQuantum up to $150m to expand prototype testing in Milpitas

PsiQuantum has won a conditional Pentagon commitment for a loan of up to $150m to expand its plant in Milpitas, California. PsiQuantum says the money would buy test, assembly and cryogenic equipment for prototypes, The Next Web reported, so it mainly adds capacity to check hardware.

Reality

Evidence60
Adoption
Not scored
Hype gap+10
Incentives60
Confidence65
investConfirmed2 publishers

Most of Washington's $215 million quantum prize pays only after teams reach 100 logical qubits

President Trump's administration put up to $215 million behind a fault-tolerant quantum computing contest in a science package of more than $6 billion. Nearly all of it pays out only after a team has a working error-corrected machine, so startups still fund the build privately.

Reality

Evidence55
Adoption
Not scored
Hype gap+35
Incentives40
Confidence58
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
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
investConfirmed6 publishers

Universal Quantum raises more than $100 million to commercialise modular trapped-ion computers

Universal Quantum, a University of Sussex spin-out, raised more than $100 million in a Series A co-led by DCVC and Firgun Ventures. The money goes into commercialising hardware at a company already delivering a $77 million contract for Germany's DLR, startup.eu reported.

Publishers:siliconrepublic.com staff.sussex.ac.uk startup.eu straitstimes.com tech.eu ventureburn.com

Perspective Coverage

6 publishers
Builder
Builder 32%
Operator
Operator 20%
Investor
Investor 48%

Reality

Evidence60
Adoption20
Hype gap+35
Incentives70
Confidence62

Earlier coverage

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

    Product · August 19, 2026 · Confirmed3 publishers

  2. Microsoft puts a Majorana 2 machine where DARPA can design its own tests

    Invest · September 22, 2026 · Confirmed3 publishers

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

    Science · September 24, 2026 · One report1 publisher

  4. DOE's $215M quantum competition sets its pass mark at 100 logical qubits

    Product · September 17, 2026 · Confirmed2 publishers

  5. More than 100 researchers with AI agents cut Bitcoin's quantum-attack benchmark sevenfold in two months

    Invest · September 11, 2026 · Confirmed2 publishers