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Guides, analyses approfondies et tutoriels pratiques sur l'informatique quantique, les SDK, les algorithmes et HLQuantum.

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RécentPost-QuantumSecurityCryptography

Crypto4A Passed FIPS 140-3 Level 3 for a Quantum-Safe HSM

Crypto4A's QASM module passed FIPS 140-3 Level 3, the first quantum-safe HSM to reach the bar, with support for all NIST post-quantum algorithms.

· 4 min de lecture
IndustryHardware

Dirac Labs Raised $1.8M for Diamond Navigation Sensors

University of Wisconsin-Madison spinout Dirac Labs raised a $1.8 million pre-seed round to build diamond NV-center sensors for GPS-denied navigation.

4 min
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IndustryHardwareTrapped-Ion

Quantinuum Got $1.5M to Build an Albuquerque Photonics Hub

Quantinuum received $750,000 from New Mexico and $750,000 from Albuquerque to convert a vacant site into an integrated photonics R&D center.

4 min
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IndustryHardwarePerformance

QuSquare Benchmarks Pre-Fault-Tolerant Quantum Devices

Researchers in Spain published QuSquare, an open-source benchmark with four tests for evaluating today's noisy quantum hardware.

4 min
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IndustryHardware

Rigetti Split Delivery From R&D to Scale Deployments

Rigetti created a Systems Delivery organization for manufacturing and customer installs, freeing its technology team to chase 99.5% two-qubit gate fidelity.

4 min
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IndustryUse CasesChemistry

SandboxAQ Ranks Drug Candidates for $1 per 1,000

SandboxAQ's AQPotency tool predicts drug efficacy without a solved protein structure and reports a confidence interval with each score.

4 min
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IndustryHardwareFundamentals

Cornell Lowered Tantalum Qubit Deposition Temperature to 200°C With Krypton Sputtering

A Nature Materials paper reports a low-temperature tantalum deposition process that makes high-performance superconducting qubits compatible with standard CMOS foundry thermal budgets.

6 min
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IndustryHardwareSilicon

Diraq Opened Its First US Quantum Laboratory in Chicago's IQMP On-Ramp Hub

Silicon spin-qubit startup Diraq opened a Chicago lab with two dilution refrigerators, joining the Illinois Quantum and Microelectronics Park ecosystem.

5 min
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Company NewsIndustrySecurity

EigenQ Advanced Its $3 Billion SPAC Merger With a Form S-4 Filing

EigenQ and Silicon Valley Acquisition Corp. submitted a draft Form S-4 to the SEC, moving toward a Q4 2026 Nasdaq listing under the ticker EIGQ.

5 min
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IndustryHardwareQiskit

IBM Connected Its First Modular Cryogenic Cells, a Step Toward the 2029 Starling System

IBM joined and cooled two rectangular cryogenic modules in Poughkeepsie, claiming 12 times the wiring space of System One and a path to more than 1,000 programmable qubits by 2027.

7 min
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Company NewsIndustryHardware

Infleqtion Opened a Colorado Headquarters and Plans a 2027 Quantum Sensing Field Test

Infleqtion inaugurated its Colorado Quantum Innovation Center global HQ and announced a 2027 quantum gravity gradiometry field test to map critical mineral deposits.

6 min
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IndustryUse Cases

NTT DOCOMO's Second D-Wave Production App Cuts Mobile Network Signaling

DOCOMO is running a second live production application on D-Wave hybrid quantum annealing, optimizing Tracking Area Lists across 333 base stations serving 93 million subscribers.

6 min
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ChemistrySimulatorsIndustry

OTI Lumionics and Samsung Emulated 200+ Logical Qubits on a Single Server

A JACS paper reports quantum emulation of 200+ logical qubits using the iQCC algorithm on a 32-core AMD CPU, designing OLED phosphors with higher accuracy than coupled-cluster methods.

7 min
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IndustryHardwareTrapped-Ion

IonQ and CMC Microsystems Bring Cloud Quantum Access to Canadian Researchers

IonQ signs a memorandum of understanding with CMC Microsystems to join Canada's FABrIC Quantum Computing Sandbox, expanding cloud access to trapped-ion quantum systems for Canadian academics and small businesses.

4 min
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Company NewsIndustry

Infleqtion Q2 Revenue Rose 116% as Operating Loss Tripled

Infleqtion reported $12.6 million in Q2 revenue, a $30.6 million operating loss, $582 million in cash, and higher full-year guidance.

4 min
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IndustryHardware

New York Opens a $60 Million Quantum Hub Competition

New York plans up to four regional quantum commercialization hubs, with about $15 million available for each selected academic or nonprofit anchor.

4 min
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AlgorithmsOptimizationPerformance

QOBLIB Gives Quantum Optimization Claims a Shared Test

QOBLIB compares quantum and classical methods across ten hard optimization problem classes using shared metrics, baselines, and public results.

5 min
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IndustryHardwareQPU

QpiAI Opens an 8-Inch Quantum Chip Foundry in Bengaluru

QpiAI opened an 8-inch superconducting quantum chip foundry in Bengaluru, with current support for 128-qubit processors and larger plans for 2027.

5 min
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HardwarePerformanceUse Cases

One Qubit Cut Signal-Learning Measurements 10 Million Times

A superconducting cavity experiment used one controllable qubit to reduce measurements for learning classical signals by a factor of 10 million.

5 min
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IndustryHardware

Top Quantum Computing Companies in August 2026, Ranked

An August 2026 ranking based on hardware results, revenue, contracts, and cash, with vendor claims separated from independently checked evidence.

12 min
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IndustryUse CasesChemistry

Xanadu Targets Cancer Drugs With Quantum Algorithms

Xanadu and the University of Alberta will develop quantum algorithms for modeling photosensitizers used in targeted photodynamic cancer therapy.

5 min
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HardwareError CorrectionFundamentals

A Qubit Chain Cuts Modeled Logical-Qubit Decay by Half

A theoretical superconducting-qubit chain with alternating XX and YY couplings suppresses modeled dephasing and halves logical-qubit relaxation.

4 min
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FundamentalsHardwarePerformance

What Does a 100-Qubit Quantum Computer Mean in Classical Terms?

Qubit counts sound abstract until you translate them into memory and compute. A concrete look at the exponential state space behind n qubits, where classical simulation stops being possible, and why qubit count alone does not measure a quantum computer's real power.

7 min
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Error CorrectionHardwareTrapped-Ion

Mitsui and Mitsubishi Electric Benchmarked QFT on Quantinuum's Helios, With and Without Error Correction

Mitsui and Mitsubishi Electric ran the Quantum Fourier Transform on Quantinuum's Helios both as a raw physical circuit and encoded with the Steane error-correcting code, and the resulting numbers show exactly why error correction matters and exactly how much it currently costs.

7 min
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IndustryHardwareTrapped-Ion

Quantinuum and Quanta Computer Are Industrializing Trapped-Ion Manufacturing

Quantinuum partnered with Fortune Global 500 manufacturer Quanta Computer to move trapped-ion QPU production from custom lab assembly to standardized, rack-mountable hardware, aiming at megaquop-class systems.

6 min
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AlgorithmsOptimizationHardware

Quantum Annealing Explained: Solving Max-Cut with D-Wave's Ocean SDK

Formulate a Max-Cut problem as a QUBO, solve the problem with D-Wave's free simulated-annealing sampler, and understand what quantum annealing does and doesn't do compared to gate-model quantum computing.

9 min
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AlgorithmsQiskitFundamentals

Quantum Teleportation in Qiskit: A Practical Tutorial

Build the quantum teleportation protocol from scratch in Qiskit: Bell pair, Bell-basis measurement, and classically-controlled correction, with runnable code and a clear-eyed look at what the protocol does and doesn't do.

9 min
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BeginnersFundamentals

Quantum Computing vs Classical Computing: What's Genuinely Different

A direct comparison of quantum and classical computing: what a qubit does differently from a bit, why superposition alone doesn't mean speed, and which problems each model handles well.

7 min
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IndustryHardwareUse Cases

The Royal Navy Tested Radar That Doesn't Need GPS, Using Quantum Clocks

Saab UK, Aquark Technologies, and the Royal Navy trialed cold-atom quantum clocks synchronizing military radar networks without GPS or GNSS signals, reporting sub-nanosecond synchronization and rapid recovery under simulated jamming.

6 min
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IndustryHardwareIBM

Yonsei University Is Getting the World's Second Nighthawk Quantum Computer

Yonsei University will upgrade its on-premises IBM Quantum System One from a 127-qubit Eagle processor to IBM's 120-qubit Nighthawk QPU in November 2026, only the second Nighthawk deployment globally after IBM's own facility in Miami.

6 min
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BeginnersIndustry

A One-Person Team in Cuba Built a Browser-Based Quantum Coding Platform

Franci Laffita Camargo's Quantum Computing Open Lab (QCOL) is a browser-based circuit composer and notebook environment meant to work across multiple quantum SDKs, built to remove the setup barrier this site's own getting-started guide already walks through by hand.

5 min
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ChemistryIndustry

Honda Invests in Quemix, Extending a Year of Joint Quantum Chemistry Work

Honda invested in Quemix through its Xcelerator Ventures program, building on a partnership already producing joint work on quantum state readout and a DFT-acceleration algorithm, aimed at next-generation battery materials.

5 min
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IndustryHardware

Quantinuum Is Putting a Helios Quantum Computer Inside an Oracle Data Center

Quantinuum and Oracle signed a multi-year partnership to deploy a Helios quantum computer inside a US-based Oracle Cloud Infrastructure AI data center, giving OCI customers access to QPUs alongside the GPUs and classical HPC they already use.

6 min
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Company NewsIndustry

Quantinuum's First Earnings Report as a Public Company: Q2 2026

Quantinuum reported Q2 2026 revenue of $8 million, up 279% year-over-year, with $2.1 billion in cash and first-ever formal guidance of $28-32 million for full-year 2026, in its debut quarterly report since going public.

4 min
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Company NewsIndustry

Quantum Computing Inc. Q2 2026: Revenue Up 50% Sequentially, $73.1M NHanced Acquisition

QCi reported Q2 2026 revenue of $5.55 million, up 50.4% sequentially, with $954 million in cash and short-term investments and a $73.1 million acquisition of NHanced Semiconductors to build a second fabrication facility.

4 min
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Post-QuantumSecurityCryptography

QuSecure Makes Post-Quantum Crypto Easier for Federal Agencies to Buy

QuSecure added its QuProtect R3 post-quantum cryptography platform to Carahsoft's GSA Schedule, removing a real procurement barrier for federal agencies facing December 2030 and 2031 migration deadlines under Executive Order 14412.

6 min
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SecurityPost-QuantumCryptography

Cloudflare's Government Platform Cleared the Bar for Handling Classified-Adjacent Data

Cloudflare for Government achieved FedRAMP High authorization, the tier for data where a breach carries severe or catastrophic consequences, with post-quantum cryptography protecting data in transit across the platform's US-based infrastructure.

6 min
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HardwareIndustry

Pasqal Moved Its Optical Tweezers Onto a Photonic Chip

Pasqal trapped four rubidium atoms using laser light generated entirely by a photonic integrated circuit, shrinking the optical bench that normally controls neutral-atom qubits by up to 50 times, with atom lifetimes matching existing bulk-optics systems.

6 min
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SecurityPost-QuantumCryptography

A QKD System Passed the Security Audit That Matters More Than the Physics

Quantum Optics Jena's ELVIS quantum key distribution system completed the first ISO/IEC 23837 hardware security evaluation, a three-month independent audit by TUVIT that found no major vulnerabilities in the physical implementation.

6 min
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IndustryHardware

Qunnect and Monarch Quantum Are Trying to Shrink a Rack-Sized Quantum Network Box

Qunnect partnered with Monarch Quantum to shrink its Carina entanglement-distribution platform from a 36U rack down to 2U or 3U, using robotic, machine-vision-guided manufacturing built for co-packaged optics.

6 min
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IndustryHardware

A Chinese Startup Built a 16-Qubit Graph State on a Single Photonic Chip

Hefei Sizhen Chip Technology and USTC generated a 4-photon, 16-qubit GHZ state and verified 10-qubit entanglement on a self-developed silicon photonic chip, calling it the largest entangled state demonstrated on an optical quantum chip to date.

6 min
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Industry

Utah Becomes the Latest State to Launch Its Own Quantum Initiative

Governor Spencer Cox signed an executive order creating the Utah Quantum Initiative, a coordination council tasked with a statewide quantum assessment report by March 2027, aimed at quantum sensing, workforce development, and defense-sector applications.

6 min
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CirqPennyLaneHardware

Running Cirq and PennyLane Circuits on Azure Quantum

How to submit Cirq circuits directly through the qdk.azure.cirq service, and how PennyLane's Azure Quantum path works differently: compiling through OpenQASM and QIR rather than a plug-and-play device.

8 min
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QiskitHardwareBest Practices

Running Qiskit Circuits on Azure Quantum: A Practical Guide

How to submit Qiskit circuits to Azure Quantum hardware using the current qdk package: connecting to a workspace, listing targets, running on real hardware, handling qubit loss, and running locally on the QDK's sparse simulator without Azure at all.

7 min
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BeginnersBest PracticesHardware

Common Amazon Braket Errors and How to Fix Them

The mistakes that trip up Braket users most: missing AWS credentials, S3 bucket region mismatches, IAM permission gaps, device availability windows, and cost surprises on real QPU tasks. Each with the fix.

6 min
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CirqBeginnersBest Practices

Common Cirq Errors and How to Fix Them

The mistakes that trip up Cirq users most: mixing qubit types that look equal but aren't, duplicate measurement keys, unexpected moment packing, and unresolved parameters. Each with the fix.

6 min
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BeginnersBest PracticesGPU

Common CUDA-Q Errors and How to Fix Them

The mistakes that trip up CUDA-Q users most: CUDA toolkit version mismatches, code inside @cudaq.kernel that isn't allowed there, forgetting to set a GPU target, and calling kernels outside the functions that execute them. Each with the fix.

6 min
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PennyLaneBeginnersBest Practices

Common PennyLane Errors and How to Fix Them

The mistakes that break PennyLane gradients and circuits most often: using plain NumPy instead of PennyLane's wrapper, wire mismatches, the wrong differentiation method for the device, and plugin version drift. Each with the fix.

6 min
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QiskitBeginnersBest Practices

Common Qiskit Errors and How to Fix Them

The Qiskit errors that trip up beginners and returning users most often: the removed execute() function, the Aer import that moved packages, IBMQ deprecation, register mismatches, and transpiler failures. Each with the fix.

8 min
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IndustryUse Cases

Eaton Won a $7M Air Force Contract to Find Grid Failures Current Standards Miss

Eaton, with Infleqtion and Penn State, won a $7 million AFRL contract to develop hybrid quantum-classical algorithms for power grid security, targeting failure scenarios beyond the N-2 standard grids are built to survive today.

6 min
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QiskitHardwareBest Practices

Measuring T1 and T2 on Real Hardware with Qiskit Experiments

A practical walkthrough of the T1, T2Ramsey, and T2Hahn experiment classes in Qiskit Experiments 0.14: how to build the delay-sweep circuits, run them, and read the fitted coherence times out of the results.

8 min
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ChemistryQiskitVQE

Building Your First Molecule Ground-State Solver with Qiskit Nature

A practical walkthrough of Qiskit Nature 0.8: driving a molecule's electronic structure with PySCF, mapping it to qubits, and solving for the ground-state energy, first classically, then swapping in VQE.

8 min
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QMLQiskitAlgorithms

Quantum Kernel Machine Learning with Qiskit: A Practical Guide

How to build a quantum kernel with Qiskit Machine Learning 0.9, plug it into a support vector classifier, and understand what a quantum kernel computes versus a classical one.

8 min
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ChemistryFundamentalsQiskit

Qubit Mappers Explained: Jordan-Wigner vs. Parity vs. Bravyi-Kitaev

Why simulating a molecule needs so many qubits, and how the choice of fermion-to-qubit mapping in Qiskit Nature changes that number: Jordan-Wigner, Parity, Bravyi-Kitaev, and the symmetry reductions that shrink H2 to a single qubit.

7 min
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QiskitPerformanceBest Practices

Randomized Benchmarking with Qiskit Experiments: Measuring Real Gate Error

How to run StandardRB and InterleavedRB in Qiskit Experiments 0.14 to measure average gate error per Clifford, and how to isolate a single gate's error from the rest of the circuit noise.

7 min
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IndustryError Correction

Riverlane Is Paying Outside Developers to Build Its Error Correction Toolkit

Riverlane and the Unitary Foundation launched the Deltakit Community Fund, paying external contributors $2,000 to $4,000 per feature to build out Deltakit, Riverlane's open-source quantum error correction toolkit. Applications for the first cohort open August 17, 2026.

6 min
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QiskitAlgorithmsBest Practices

State Tomography with Qiskit Experiments: Reconstructing What You Built

How to use StateTomography in Qiskit Experiments 0.14 to reconstruct a qubit's density matrix from measurements and compute its fidelity against the state you intended to prepare.

6 min
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HardwareFundamentals

T1 vs T2: What Decays and What Dephases

T1 and T2 are both called qubit lifetimes, but they measure different physics. T1 is energy relaxation. T2 is the loss of phase information in a superposition, and it's easy to misread what that loss looks like.

7 min
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IndustryHardware

TuringQ Is Filing to Become China's First Publicly Traded Quantum Computing Company

TuringQ, a Shanghai photonic quantum chip maker, entered pre-IPO guidance for Shanghai's STAR Market in August 2026. Here is what the company has built, what the filing does and doesn't confirm, and why China's quantum sector is moving toward public markets now.

6 min
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IndustryHardware

Xanadu Raised $67.2M Through an Equity Facility to Fund US Chip Production

Xanadu's Q2 2026 results show $312.8 million in cash, a $67.2 million draw from a Yorkville equity facility, and US headcount up more than fivefold since 2023. Here is what the funding structure means and what it doesn't guarantee.

6 min
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Company NewsIndustry

D-Wave's Q2 2026: Revenue Stayed Flat While Bookings Jumped 1,120%

D-Wave reported Q2 2026 revenue of $3.08 million, roughly flat year-over-year, alongside H1 2026 bookings of $35.5 million, up 1,120% from the prior year, driven by a $20 million Advantage2 sale to Florida Atlantic University.

5 min
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Company NewsIndustry

IonQ's Record Q2 2026: $80 Million in Revenue, a Raised Guidance, and a $1.65 Billion Non-Cash Loss

IonQ reported Q2 2026 revenue of $80.1 million, up 287% year-over-year, and raised full-year guidance to $280-290 million, even as GAAP net loss hit $1.87 billion on a non-cash warrant revaluation.

5 min
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HardwareError CorrectionIndustry

D-Wave Published a Gate-Model Result in Nature. That Is Not Its Usual Business

D-Wave, known for quantum annealing, published a peer-reviewed two-qubit entangling gate for dual-rail erasure qubits in Nature, reporting 99.9% fidelity and a roadmap toward 100 logical qubits by 2032, a real departure from its annealing hardware line.

7 min
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HardwareIndustry

NIST Kept Two Photons Entangled Across 62 km of Ordinary Commercial Fiber for 20 Hours

NIST, the University of Maryland, and Qunnect distributed polarization-entangled photons over 62 kilometers of live, partially aerial commercial fiber between Gaithersburg and College Park, sustaining a Bell inequality violation for over 20 consecutive hours.

6 min
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HardwareIndustry

Researchers Built a Photonic Chip That Finally Combines Linear Optics With Real Nonlinear Gates

Imperial College London and the University of Hong Kong, working with HeliQ Standard CompuTech, built Clavina, a modular photonic architecture that pairs linear optical networks with integrated nonlinear modules to support a universal quantum gate set.

6 min
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IndustryUse Cases

Who Is Using Quantum Computers Right Now, By Industry

Not the vendors building quantum hardware, the customers running real workloads on it. A grounded look at which banks, automakers, aerospace firms, pharma companies, and energy utilities have quantum computing pilots or partnerships, and how far each one has gotten.

11 min
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HardwareTrapped-IonFundamentals

A Trapped-Ion Computer Confirmed a Prediction About How Entanglement Scales at Criticality

Duke Quantum Center researchers used a fully-connected trapped-ion processor to confirm, for the first time on real hardware, that entanglement entropy grows logarithmically with subsystem size near a quantum critical point.

6 min
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IndustryUse Cases

D-Wave and Nasdaq Verafin Are Testing Quantum Annealing Against Money Laundering Networks

D-Wave and Nasdaq Verafin, whose financial crime software serves over 2,800 institutions, started a proof-of-concept using D-Wave's quantum annealing hardware to detect anomalous transaction patterns across account activity and counterparty networks.

6 min
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Company NewsIndustry

IQM's First Earnings Report as a Public Company: H1 2026

IQM Quantum Computers reported H1 2026 revenue of €8.87 million, up 47% year-over-year, with a €102.1 million order backlog and €309.4 million in cash after going public via a business combination with Real Asset Acquisition Corp.

4 min
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IndustryHardwareError Correction

An Israeli Startup Claims a 10x Cut in Qubit Overhead With a 3D Modular Architecture

Qarakal Quantum published Pangaea, a modular 3D superconducting architecture that uses a gauge-code quantum bus to connect separate topological code patches, claiming a tenfold reduction in physical qubits needed for a given logical error rate versus planar surface codes.

7 min
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IndustryUse Cases

Rolls-Royce Is Testing Whether Quantum Computers Help Design a Jet Engine

Quantinuum, Rolls-Royce, Riverlane, and the University of Edinburgh's EPCC signed an agreement to test quantum computational building blocks for industrial design problems like gas turbine simulation on Quantinuum's Helios system, building on years of prior fluid-dynamics research.

6 min
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Post-QuantumSecurityCryptography

A Live Fiber Line Between Chicago and Indiana Ran 1.6 Tb/s Under Both PQC and QKD at Once

Quantum Corridor, Ciena, and Toshiba completed a field trial encrypting 1.6 Tb/s of live commercial traffic between Chicago and Hammond, Indiana, using post-quantum cryptography and quantum key distribution simultaneously on the same fiber.

7 min
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IndustryHardwareError Correction

Caltech and Oratomic's 'Mitten Codes' Hit a Constant 20% Encoding Rate

Caltech and Oratomic introduced mitten codes, a non-abelian qLDPC code family with a constant 20% encoding rate and low check weight. A distinct technical paper from the resource-estimate research behind Oratomic's funding round, not a restatement of it.

7 min
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SimulatorsPerformanceGPU

Multi-GPU Quantum Simulation with CUDA-Q: A Practical Guide

How CUDA-Q splits a state vector across multiple GPUs to simulate more qubits than one GPU's memory allows, and the real distinction between multi-GPU state simulation and NVIDIA's separate multi-QPU (mqpu) execution platform.

8 min
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AlgorithmsQiskitFundamentals

Hamiltonian Simulation and Trotter Decomposition: A Practical Tutorial

Build Trotterized time evolution from scratch in Qiskit: why e^(-iHt) can't be applied directly, how the Trotter-Suzuki formula turns it into real gates, and the error-versus-depth trade-off every simulation has to make.

9 min
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IndustryHardwareTrapped-Ion

IonQ Goes Back to the Lab That Built Its First Ion Traps, This Time for National Security

IonQ signed a memorandum of understanding with Sandia National Laboratories to co-design quantum hardware for government applications, reviving a technical relationship that goes back to IonQ's earliest ion traps.

6 min
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Error CorrectionHardwarePerformance

NVIDIA's GPU Decoders Are Already Cutting Real Error-Correction Runtimes by 9x

Alice & Bob cut a decoding run from 18 hours to under 2 using NVIDIA CUDA-Q QEC's GPU decoders. Quantum X Labs benchmarked a transformer-based decoder against classical matching. Independent third-party results, not only a vendor's own claim.

7 min
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Error CorrectionHardwarePerformance

NVIDIA Ising: AI Models for Quantum Calibration and Error Decoding, Explained

NVIDIA Ising is a pair of open-source AI models targeting the two most tedious parts of running a quantum computer: recalibrating it and decoding its errors. NVIDIA claims days-to-hours calibration and up to 2.5x faster, 3x more accurate decoding than pyMatching.

7 min
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IndustryHardware

Oratomic Raised $300M Betting Fault Tolerance Needs 10,000 Qubits, Not Millions

Oratomic closed a $300 million Series A on July 10, 2026, built on Caltech research suggesting utility-scale fault-tolerant quantum computing needs as few as 10,000 reconfigurable atomic qubits, far below prior million-qubit estimates. A real funding round behind a theoretical resource estimate, not a working machine yet.

7 min
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OptimizationQAOAPerformance

QAOA-GPT Replaces the Variational Optimization Loop With a Single Forward Pass

QAOA-GPT trains a generative transformer to output a good QAOA circuit directly, skipping the iterative classical optimization loop that usually dominates runtime. Its extension, DQAOA-GPT, has been evaluated on dense optimization problems with up to 100 decision variables.

7 min
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BeginnersIndustry

Do You Need a PhD for Quantum Computing? Career and Textbook Questions, Answered

Is quantum computing a good career, do you need a PhD, and which textbook should a beginner start with. Real workforce data and real textbook recommendations for the four questions every newcomer asks first.

8 min
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IndustryHardware

Quantum Computing ETFs in 2026: What's Inside Each Fund

Five quantum computing ETFs trade today: QTUM, QNTM, WQTM, CHPX, and QANT. Here's what each one holds, how much it costs, and how much they overlap with each other. This is not investment advice, it's a comparison of fund composition.

8 min
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IndustryHardware

Picks and Shovels for Quantum Computing: The Companies That Supply the Industry

What are the picks and shovels for quantum computing? A checkable supply chain map: dilution refrigerators, control electronics, lasers, and the compute layer connecting QPUs to classical hardware. This is not investment advice, it's a map of who builds the infrastructure.

9 min
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Error CorrectionQiskitPerformance

Quantum Elements' Orbit Automates Error Suppression Inside Qiskit

Quantum Elements launched Orbit, an automated error-suppression tool, as a Qiskit Function in IBM's Qiskit Functions Catalog on July 23, 2026. It bundles dynamical decoupling, hardware-aware transpilation, and measurement error mitigation into one call for IBM Quantum Network members.

6 min
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AlgorithmsQiskitPerformance

Quantum Volume: How to Measure It Yourself, Not Recite It

Build IBM's Quantum Volume benchmark from scratch in Qiskit: random square circuits, the heavy-output test, and the pass criterion that turns qubit count, connectivity, and gate fidelity into one comparable number.

8 min
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IndustryHardware

Rigetti, HPE, and Pittsburgh Build 'TangleLab,' a 9-Qubit Hybrid HPC Testbed

Rigetti, HPE, and the Pittsburgh Supercomputing Center are building TangleLab, an NSF-funded hybrid quantum-classical supercomputer pairing a 9-qubit Novera system with classical HPC. Construction starts September 1, 2026, with full operations targeted for 2027.

6 min
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AlgorithmsQiskitFundamentals

Shor's Algorithm in Qiskit: A Practical Tutorial

Build Shor's factoring algorithm from scratch in Qiskit: modular exponentiation, the quantum Fourier transform, and the continued-fractions post-processing that turns a measured phase into a real factor of 15.

11 min
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IndustryHardware

UC Berkeley and QuantrolOx Sign a 5-Year Deal to Standardize Quantum Calibration

UC Berkeley and QuantrolOx signed a 5-year MOU aimed at standardized data pipelines and automated runtime environments for scaling superconducting quantum computers. An infrastructure partnership, not a hardware milestone, led by Irfan Siddiqi and Vishal Chatrath.

6 min
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IndustryHardwareError Correction

China's 'Routing Codes' Cut Error-Correction Overhead by 8x on Paper

USTC and Origin Quantum Computing designed routing codes, a qLDPC family that simplifies hardware wiring and reduces physical-qubit overhead roughly 8x versus surface codes in circuit-level simulation. Real, but still a simulation result, not a hardware demonstration.

7 min
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Error CorrectionHardwarePerformance

A New Decoder Called 'Zero-G' Claims to Improve Real-Time QEC by Using Pre-Decoder Data

A preprint posted this week describes Zero-G, a pre-decoder-aware decoder architecture for quantum error correction. Unreviewed, not yet independently verified, covered here as a paper claim rather than a demonstrated result.

6 min
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IndustryHardware

A Chinese Startup Packed a Neutral-Atom Quantum Computer Into a Server Rack

Zhongqi Wuliang unveiled Qinghe No. 1 at WAIC 2026, a second-generation neutral-atom quantum computer built to fit inside a standard data-center server rack with no bulky cryogenic refrigeration. A different route to the same 'no cryostat' goal SAXON Q's diamond qubits already cover on this site.

6 min
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IndustryHardwareTrapped-Ion

IonQ Is Putting a Quantum Memory Inside a Live Fiber Network in Chattanooga

IonQ and EPB are spending $15 million over five years on the Tennessee Quantum Communications Research Center, built around what they call the first commercial quantum memory embedded in a working communications network.

7 min
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IndustryHardware

NTT and OptQC Are Aiming for a Million-Qubit Photonic Computer by 2030

NTT and OptQC signed a capital and business alliance with a phased roadmap toward a fault-tolerant, million-qubit-class optical quantum computer by fiscal year 2030, starting with a 10,000-qubit proof of concept in 2028.

7 min
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ChemistryVQEHardware

AI Now Designs Quantum Chemistry Circuits Faster Than the Standard Method

Quantinuum, NVIDIA, and Pfizer built ADAPT-GQE, a transformer and reinforcement-learning system that generates VQE ansatz circuits an order of magnitude faster than ADAPT-VQE, demonstrated on a real drug molecule and run on Quantinuum's Helios hardware.

7 min
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IndustryHardware

GlobalFoundries Gets $300 Million to Build Silicon Photonics in the US

GlobalFoundries signed a letter of intent for a $300 million CHIPS Act award to scale US silicon photonics manufacturing. It is not a quantum computing grant, but the manufacturing capacity it builds matters for photonic quantum hardware and quantum networking too.

6 min
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HardwareError CorrectionIndustry

Google Taught Willow to Calibrate Itself While It Runs Error Correction

Google Quantum AI and DeepMind published a Nature paper showing a reinforcement learning agent recalibrates the Willow processor using the same error-detection data error correction already produces, setting a new logical error rate record for the surface code.

8 min
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HardwareError CorrectionIndustry

HRL Built a Silicon Quantum Processor That Runs Its Own Error Correction

HRL Laboratories published a silicon quantum processor in Nature that runs error correction with a control chip inside the cryostat, cutting the room-temperature wiring that limits how many qubits a machine holds.

7 min
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IndustryHardwareError Correction

IBM Is Acquiring HRL Laboratories: What the Silicon Spin Qubit Deal Adds

IBM has signed a definitive agreement to acquire HRL Laboratories from Boeing and General Motors, days before HRL's own paper on a self-correcting 18-qubit silicon processor. Here is what the deal covers and what it does not.

8 min
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IndustryHardwareQiskit

IBM Claimed Quantum Advantage Three Times in One Day: What Each Result Shows

On July 30, 2026, IBM announced three separate quantum advantage results with three different partners. Here is what each one demonstrated, and why the verification method matters more than the headline.

9 min
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HardwareIndustry

Infleqtion Will Put a 50-Logical-Qubit Machine in Chicago by 2027

Infleqtion is deploying Sqale, a neutral-atom quantum computer targeting 50 logical qubits, at the Illinois Quantum and Microelectronics Park in 2027. The company is also opening a Chicago center aimed specifically at energy-grid optimization problems.

7 min
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IndustryHardwareTrapped-Ion

IonQ Bought a $1.8 Billion Semiconductor Foundry: Here Is What Changes

IonQ completed its acquisition of SkyWater Technology, the largest US-based semiconductor foundry, and calls itself the only vertically integrated full-stack quantum platform company. Here is what that claim means and what it does not.

8 min
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OptimizationQAOAPerformance

IQM's QISS Technique Beat Deep QAOA Using a Shallower Circuit and Classical Post-Processing

IQM ran Quantum-Informed Surrogate Sampling on its 54-qubit Emerald processor and reports that a 3-layer QAOA circuit, combined with classical post-processing, outperformed a 17-layer vanilla QAOA circuit on MaxCut.

7 min
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IndustryHardware

DARPA Is Paying PsiQuantum $125 Million to Check Its Own Claims

PsiQuantum signed an expanded $125 million agreement with DARPA's Quantum Benchmarking Initiative, its largest U.S. government contract to date. The money funds outside verification of PsiQuantum's fault-tolerance roadmap, not new research.

7 min
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IndustryHardware

Quantinuum and BMW Turned a Five-Year Research Project Into a Roadmap Commitment

Quantinuum and BMW Group expanded their quantum chemistry collaboration, running since 2021, into a multi-year partnership that gives BMW access to Quantinuum's Helios, Sol, and Apollo hardware generations through 2029. Here is what five years of actual results looks like next to a typical pilot announcement.

6 min
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Error CorrectionHardwareTrapped-Ion

Quantinuum's Helios: 48 Logical Qubits at 2:1 Encoding, Explained

Quantinuum's newest trapped-ion system claims 48 error-corrected logical qubits from around 96 physical ones. The qubit count isn't the headline. The ratio is.

7 min
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ChemistryVQEHardware

Quantum Computers Simulated a Real Protein: Here's What That Means

Cleveland Clinic and IBM ran a quantum-classical hybrid simulation of a 303-atom miniprotein on IBM's Heron r2 chip, a real step up from the toy molecules most VQE demos use, with real caveats attached.

7 min
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OptimizationQAOAUse Cases

How to Build a Business Case for Quantum Portfolio Optimization

PortfolioQ is a small open-source tool that runs classical, penalty-method QAOA, and constraint-preserving QAOA side by side on real portfolio data, and produces the one chart every quantum business case needs.

9 min
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HardwareIndustry

SAXON Q Is Selling a Quantum Computer That Skips the Cryostat Entirely

SAXON Q, a Leipzig University spinout, launched the SXQ128 and SXQ512, diamond-based nitrogen-vacancy quantum computers that run at room temperature with no cryogenic cooling. Here is how the qubits work and what the claimed numbers mean.

7 min
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HardwareIndustryFundamentals

Warwick's New Chip Concept Aims to Wire Together a Million Qubits

Warwick and NRC Canada proposed Quantum Phononic Links, a way to carry quantum information across an entire chip using engineered vibrations instead of only connecting neighboring qubits.

6 min
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HardwareIndustryTrapped-Ion

ZuriQ Wants to Fix Trapped-Ion Scaling by Going 2D Instead of 1D

ZuriQ, an ETH Zurich spinout, raised $25.5 million to scale a two-dimensional trapped-ion architecture built on Penning micro-traps, a departure from the linear ion chains IonQ and Quantinuum use. Here is what the nine-ion demonstrator shows.

7 min
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IndustryUse CasesHardware

EY Is Putting a Quantum Computer On-Site in Canada. Here's What's Missing From the Announcement

EY announced an on-site quantum computer in Canada as part of a $3 billion AI and frontier-tech investment, aimed at optimization, fraud detection, and data sovereignty for regulated clients. The release names no hardware vendor and no location.

6 min
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HardwareSiliconError Correction

HRL Built an 18-Qubit Silicon Chip That Runs Its Own Control Electronics at 4 Kelvin

HRL Laboratories demonstrated an 18-qubit silicon quantum processor with a custom cryogenic CMOS controller operating inside the same cryostat, removing the room-temperature instrument racks that normally drive each qubit, and published the result in Nature.

7 min
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IndustryUse CasesAlgorithms

Quantinuum and SoftBank's White Paper Makes the Case for Quantum Value Before Fault Tolerance

Quantinuum and SoftBank published a joint white paper mapping quantum chemistry and graph analytics use cases to Quantinuum's hardware roadmap, arguing organizations don't need to wait for full fault tolerance to start getting value.

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HardwareIndustryFundamentals

A 'Waffle Grid' Superconducting Circuit Validates a Building Block for Topological Qubits

Researchers at the University of Chicago, Purdue, Boston University, and AppliedTQC built a 3x3 crossbar of Josephson junctions that reproduces a gauge symmetry theorists say topological quantum computing needs, a validated building block, not a working qubit.

7 min
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Error CorrectionQiskitPerformance

Quantum Error Mitigation: A Practical Guide (And When It Lies to You)

Hands-on error mitigation for NISQ hardware: readout calibration, zero-noise extrapolation, Pauli twirling, and dynamical decoupling, plus the ZNE failure mode that manufactures fake improvements.

10 min
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AlgorithmsQiskitBeginners

Grover's Algorithm in Qiskit: A Practical Tutorial

Build Grover's search algorithm from scratch in Qiskit: oracle, diffuser, and the optimal iteration count, with complete runnable code and honest limits on the quadratic speedup.

10 min
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Error CorrectionHardwareQPU

Logical Qubits and Fault Tolerance: What the Qubit Count Doesn't Tell You

A physical qubit is hardware. A logical qubit is an error-protected qubit built out of many of them. Understanding the difference is the fastest way to see through quantum computing headlines.

8 min
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Post-QuantumSecurityCryptography

The Post-Quantum Migration Clock: Real Deadlines and How to Plan Against Them

NIST says RSA and ECC are deprecated after 2030 and disallowed after 2035. NSA's CNSA 2.0 moves faster. Here's what the published timelines require, and how to build a migration plan that survives them.

8 min
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Post-QuantumSecurityCryptography

Q-Day and What Breaking RSA-2048 Requires

Q-Day is one of the most abused terms in quantum computing. Here's a precise definition, the published resource estimates for factoring RSA-2048 with Shor's algorithm, and why those estimates disagree by orders of magnitude.

9 min
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IndustryHardwarePerformance

What the New Quantum Executive Order Reveals About the Field's Real Problems

Read EO 14413 as a technical document instead of a political one and it becomes a candid list of what quantum computing still hasn't solved: starting with the fact that nobody reliably measures how good a quantum computer is.

8 min
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Error CorrectionHardwarePerformance

The Real-Time Decoding Bottleneck: Quantum Error Correction's Classical Problem

Syndrome measurement tells you something broke, not what broke. Working that out is decoding, and if your classical decoder can't keep pace with the syndrome stream, the whole error-correction scheme collapses.

9 min
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AlgorithmsQiskitFundamentals

The Quantum Fourier Transform: Build It Yourself in Qiskit

A hands-on tutorial that builds the QFT gate by gate in Qiskit, verifies it against the library implementation, and explains why an exponentially faster Fourier transform gives you no speedup on its own.

10 min
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QMLPennyLaneAlgorithms

Quantum Machine Learning: A Reality Check

What QML is, what the evidence currently shows about whether it beats classical models, and which parts of it are genuinely promising: grounded in the Biamonte review, the barren plateaus result, and a 2026 head-to-head comparison.

9 min
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HardwareQPUIndustry

Quantum Networking and Distributed Quantum Computing: Wiring QPUs Together

Building one enormous quantum processor gets harder the bigger it gets. Linking smaller ones is the alternative, and it depends on distributing entanglement between machines, which is far harder than it sounds.

9 min
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AlgorithmsQiskitFundamentals

Quantum Phase Estimation: The Missing Link Between the QFT and Shor's Algorithm

A hands-on Qiskit tutorial on quantum phase estimation: phase kickback, the inverse QFT, and precision limits, with complete runnable code and real measured output.

11 min
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BeginnersIndustryTerminology

The New Vocabulary of Quantum Computing: 16 Terms That Will Go Mainstream

As AI gave us 'tokens', 'hallucinations', and 'fine-tuning', quantum computing is building its own vocabulary. Here are the terms developers and businesses will be using within a few years.

9 min
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IndustryUse CasesAlgorithms

What Quantum Computers Do in 2026

A realistic look at which quantum computing applications are production-ready now, which are near-term, and which remain long-term research goals, separating genuine progress from hype.

9 min
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BeginnersSimulatorsQiskit

Getting Started with Free Quantum Computing in 2026

A complete beginner's guide to running your first quantum circuit for free, no expensive hardware, no paid subscriptions.

6 min
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HLQuantumQiskitBeginnersBest Practices

HLQuantum vs Raw Qiskit: When to Use an Abstraction Layer

A practical comparison of writing quantum circuits directly in Qiskit versus using HLQuantum's unified API, with side-by-side code and a framework for deciding which to use.

7 min
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SecurityCryptographyPost-Quantum

Post-Quantum Cryptography: What Developers Need to Do Now

Shor's algorithm threatens RSA and ECC. NIST has finalized its post-quantum standards. Here's what the threat is, what the standards say, and what action developers should take today.

10 min
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OptimizationVQEQAOAQPU

How to Cut Your Shot Count by 80% in Variational Quantum Algorithms

Practical techniques for reducing the number of circuit executions needed in VQE and QAOA, shot-frugal optimizers, gradient estimation tricks, and measurement grouping.

8 min
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IBMHardwareQiskit

IBM Quantum Free Tier: What You Get in 2026

A detailed breakdown of what IBM Quantum's free Open Plan includes, how queue times work, and how to make the most of your free QPU access.

8 min
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AlgorithmsQAOAQiskitPennyLane

QAOA Explained: Solving Max-Cut Step by Step

A hands-on walkthrough of the Quantum Approximate Optimization Algorithm applied to the Max-Cut graph problem, with full Python code using Qiskit, PennyLane, and HLQuantum.

11 min
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SimulatorsPerformanceGPU

Free Quantum Simulators Compared: Qiskit Aer vs Cirq vs PennyLane vs CUDA-Q

A practical comparison of the major free quantum simulators: performance, qubit limits, GPU support, and when to use each one.

7 min
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VQEPennyLaneAlgorithmsQML

Building a VQE with PennyLane: A Practical Guide

Step-by-step implementation of the Variational Quantum Eigensolver using PennyLane, from Hamiltonian setup to classical optimization loop.

9 min
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Error CorrectionFundamentalsNISQ

Understanding Quantum Error Correction Without the Math

Why quantum computers make errors, how error correction works, and what it means for the future of fault-tolerant quantum computing.

6 min
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