Quantum AI Report

The convergence of Quantum with AI

Other

Developments that do not map cleanly onto a single modality, including cross-cutting industry, policy, and funding news.

18 stories

Quantum Zeitgeist

GlobalFoundries wins $375M to build US quantum chip manufacturing

GlobalFoundries received a $375 million R&D award from the U.S. Department of Commerce. The funding is intended to expand its Quantum Technology Solutions business and build out domestic quantum chip manufacturing capacity.

OutlookPlausible

Within two years, this could give U.S. photonic quantum computing startups access to production-scale silicon photonics fabrication at GlobalFoundries, reducing their reliance on small research fabs.

otherphotonicGlobalFoundriesU.S. Department of Commerce
HPCwire

Quantum Foundry Copenhagen Unveils Plans for European Quantum Chip Facility

Quantum Foundry Copenhagen and the Novo Nordisk Foundation announced plans for a 5,300 square metre quantum chip fabrication facility in Copenhagen. The planned site is intended to support the design, manufacture, and scaling of next-generation quantum chips, with the stated goal of strengthening Europe's position in quantum technology.

OutlookSpeculative

If the facility can secure cleanroom equipment and staff quickly, European quantum hardware developers could begin using domestic test-chip runs within two years, reducing turnaround dependence on overseas foundries.

otherNovo Nordisk FoundationQuantum Foundry Copenhagen
Quantum Computing Report

Quantum Foundry Copenhagen and Novo Nordisk Foundation Announce 5,300 m² Fabrication Facility for Quantum Chips

Quantum Foundry Copenhagen and the Novo Nordisk Foundation announced plans to build a 5,300 square metre quantum chip fabrication facility in Copenhagen, expected to be operational by 2027. The facility is intended to offer commercial wafer fabrication, characterization, assembly, and packaging services, linking academic research with industrial manufacturing.

OutlookPlausible

If the Copenhagen facility opens as planned, European quantum hardware developers could iterate on chip designs faster by using integrated commercial fabrication, characterization, assembly, and packaging in one location instead of relying on scattered research cleanrooms.

otherNovo Nordisk FoundationQuantum Foundry Copenhagen
Quantum Zeitgeist

Novo Nordisk Foundation funds Copenhagen quantum facility

The Novo Nordisk Foundation is backing Quantum Foundry Copenhagen to establish a 5,300 square metre quantum chip fabrication facility in Copenhagen. The new site is intended to develop advanced manufacturing equipment and strengthen Europe's quantum chip design and manufacturing capacity.

OutlookPlausible

The facility's equipment-development programme could begin validating specialized quantum chip manufacturing tools for European research fabs within two years, before the Copenhagen site reaches full production.

otherNovo Nordisk FoundationQuantum Foundry Copenhagen
The Quantum Insider

New Mexico Offers Matching Funds for DARPA Quantum Computing Projects

New Mexico has announced a state matching-funds programme for organisations involved in DARPA quantum computing projects. The initiative appears linked to DARPA's quantum benchmarking activities, as reported by The Quantum Insider.

OutlookPlausible

If matching funds lower the effective cost of DARPA quantum benchmarking work in New Mexico, this could attract more teams to establish test and evaluation activity in the state within the next two years.

otherDARPANew Mexico Economic Development Department
Quantum Zeitgeist

Quintessent lands $40M for quantum AI datacenter laser ship

Quintessent closed a $40 million Series A round. The company also began sampling its dense wavelength-division multiplexing (DWDM) comb laser, a new light source intended for AI clusters.

OutlookPlausible

Within two years, Quintessent's DWDM comb laser could move from sampling into co-packaged optics deployments for AI accelerators, increasing interconnect bandwidth density without a proportional rise in power.

otherQuintessent

EuroHPC Joint Undertaking Selects 13 European QPU Startups for Quantum Grand Challenge

EuroHPC Joint Undertaking approved Decision No. 31/2026, selecting 13 European quantum computing startups for its Quantum Grand Challenge call. The selected companies will receive Phase 1 Coordination and Support Action funding as a preliminary milestone. The funding is intended to support establishment of technical proof-of-concepts.

OutlookPlausible

This could enable European supercomputing centres to benchmark proof-of-concept QPUs from the selected startups against common EuroHPC integration requirements within two years, narrowing the field for follow-on host procurements.

otherEuroHPC Joint Undertaking
The Quantum Insider

Princeton to Lead $27.9M NSF Institute for Quantum Processor Manufacturing

Princeton University will lead a new institute funded by the National Science Foundation. The institute, backed by $27.9M, will focus on quantum processor manufacturing.

OutlookPlausible

Within two years, the institute could establish shared fabrication and metrology processes for at least one qubit platform, giving academic groups and startups access to multi-project wafer runs instead of building bespoke cleanroom processes.

otherNational Science FoundationPrinceton University
HPCwire

EuroHPC Launches 6 Quantum Calls with €119M in Funding

EuroHPC Joint Undertaking has opened six quantum calls with a combined €119 million in funding. The launch was reported by HPCwire on 24 August 2026.

OutlookPlausible

The funding could enable at least one European HPC centre to commission a quantum accelerator integrated with a classical supercomputer within two years.

otherEuroHPC Joint Undertaking
Quantum Zeitgeist

FAMU-FSU College of Engineering designs qubit with floating electrons above chip

Researchers at FAMU-FSU College of Engineering have designed a qubit architecture that uses electrons floating above a chip rather than confined in a semiconductor material. The design was reported by Quantum Zeitgeist on 21 August 2026. No experimental demonstration was described in the report.

OutlookPlausible

The floating-electron design could lead to a working qubit prototype with longer coherence times than comparable silicon spin qubits within two years.

otherFAMU-FSU College of Engineering
arXiv quant-ph

Experimentally Extending Quantum Kernel Learning to Quantum Data by NMR

Researchers demonstrated quantum kernel learning applied directly to quantum data on a nuclear magnetic resonance (NMR) quantum processor. The work extends quantum kernel methods beyond classical data inputs, using NMR to prepare and classify quantum states. The experiment is reported in an arXiv preprint.

OutlookPlausible

This could make NMR testbeds a practical platform for benchmarking quantum-data kernel classifiers on few-qubit systems within two years.

arXiv quant-ph

GPU implementation of mixed quantum-classical Liouville molecular dynamics without momentum jump

A paper posted to arXiv describes a GPU implementation of mixed quantum-classical Liouville molecular dynamics that avoids the momentum jump approximation. The method targets nonadiabatic molecular dynamics simulations and is presented as a route to larger systems and longer timescales.

OutlookPlausible

If the GPU code is released and validated, this could make mixed quantum-classical Liouville dynamics practical for simulating condensed-phase photochemical reactions over picosecond timescales within the next two years.

arXiv quant-ph

Spreading of Magic Resource under Unitary Clifford Dynamics

A paper on arXiv quant-ph studies how the resource of magic (non-stabilizerness) spreads under unitary Clifford dynamics. Clifford operations alone cannot create magic, but the research investigates the redistribution of existing magic in a many-body system, characterizing the spreading behavior.

OutlookSpeculative

Insights into magic spreading could improve classical simulation algorithms by predicting when states become hard to simulate, aiding the benchmarking of near-term quantum devices.

The Quantum Insider

Israel Launches National Quantum Computer Tender as Part of Broader AI Sovereignty Strategy

Israel has issued a national tender for a quantum computer, as part of a broader strategy to achieve AI sovereignty. The tender seeks a partner to deliver and possibly operate the system, emphasizing integration with Israel's AI research ecosystem.

OutlookPlausible

If the tender results in a near-term superconducting or trapped-ion installation, Israeli defense and academic AI labs could begin running hybrid quantum-classical machine learning experiments on sovereign infrastructure within two years, potentially accelerating autonomous systems R&D.

otherIsrael Innovation Authority
arXiv quant-ph

Quantum computer-based simulation of Stark many-body localization in a 1D Fermi-Hubbard model

Researchers have used a quantum computer to simulate Stark many-body localization in a one-dimensional Fermi-Hubbard model, observing the persistence of localization in the presence of a tilted potential. The simulation demonstrates control over a many-body localized phase without relying on disorder.

OutlookPlausible

Insights from this simulation could inform the design of quantum memories that exploit Stark many-body localization to protect quantum information, with potential implementation on existing hardware in the near term.

Quantum Zeitgeist

Quantum Circuit Compresses Flow Surrogates to Fewer Than 100 Parameters

Researchers at University College London have demonstrated a quantum circuit that compresses flow-based surrogate models to fewer than 100 parameters. The technique aims to dramatically reduce the complexity of these models, which are commonly used in scientific simulations.

OutlookPlausible

This compression method could enable quantum machine learning models to run efficiently on near-term quantum processors, accelerating hybrid quantum-classical workflows for physics simulations.

algorithms softwareotherUniversity College London
IonQ

IonQ | IonQ Completes Acquisition of SkyWater Technology

IonQ has completed the acquisition of SkyWater Technology, a U.S.-based semiconductor foundry, bringing the manufacturing of its trapped-ion quantum processor chips in-house.

OutlookLikely

IonQ leverages SkyWater's existing semiconductor infrastructure to rapidly prototype and produce next-generation ion traps, shortening development cycles and improving qubit stability.

trapped ionotherIonQSkyWater Technology