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Lockheed Martin and Xanadu Advance Quantum Machine Learning for Defense

Lockheed Martin and Xanadu collaborate to enhance Quantum Machine Learning using photonic quantum hardware and Fourier-based operations for defense applications.

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This article is based on an official press release from Lockheed Martin and Xanadu.

Lockheed Martin and Xanadu Partner to Redefine Quantum Machine Learning for Defense

On February 26, 2026, Lockheed Martin and Canadian quantum computing leader Xanadu announced a strategic research initiative aimed at advancing the foundational theory and application of Quantum Machine Learning (QML). The collaboration seeks to leverage quantum capabilities to improve generative models, potentially solving critical data scarcity issues in the defense and aerospace sectors.

According to the joint announcement, the partnership will focus on utilizing Xanadu’s photonic quantum hardware to perform Fourier-based operations. These operations are expected to allow quantum computers to learn complex data distributions more efficiently than classical systems, providing what the companies describe as a “decisive computational edge” for both defense and civilian users.

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Advancing Generative AI with Quantum Hardware

The core technical objective of this initiative is to overcome the limitations of classical artificial intelligence, particularly when high-quality training data is limited or expensive to acquire. Classical generative AI models often require massive datasets to function effectively, a luxury not always available in high-stakes defense scenarios involving rare system failures or emerging threat signatures.

The Fourier Advantage

The research centers on the use of Fourier-based operations, a mathematical approach that decomposes signals into frequencies. While classical computers can perform these tasks, quantum computers are theoretically capable of executing Fourier transforms exponentially faster. By applying this advantage to generative models, the partnership aims to create systems that can generate realistic synthetic data or “fill in the blanks” for incomplete datasets.

Christian Weedbrook, CEO of Xanadu, emphasized the foundational nature of this research in the official announcement:

“This work is about rethinking the foundations of how quantum computers can learn… By revisiting core quantum primitives, we hope to uncover entirely new ways of representing and processing data.”

Photonic Integration

Xanadu’s approach utilizes photonic (light-based) qubits, which are particularly well-suited for continuous-variable quantum computing. This modality maps naturally to the mathematics used in neural networks. The collaboration will leverage PennyLane, Xanadu’s open-source software library, to train quantum circuits similarly to how neural networks are trained in classical machine learning.

Strategic Context and Industry Impact

This partnership aligns with Lockheed Martin’s broader “21st Century Security” strategy, which emphasizes a multi-vendor approach to emerging technologies. By collaborating with various leaders in the quantum space, the aerospace giant aims to integrate cutting-edge capabilities into mission-focused tools for sensing, navigation, and decision-making.

Lockheed Martin’s Quantum Ecosystem

According to recent industry reports, Lockheed Martin has been actively expanding its quantum portfolio leading up to this 2026 announcement. In November 2025, the company partnered with PsiQuantum to develop fault-tolerant algorithms for aerospace simulations. More recently, in February 2026, Lockheed signed a memorandum of understanding with Fujitsu to accelerate dual-use technologies.

Dani Couger, Lockheed Martin’s Quantum Technologies Lead, highlighted the national security implications of the new partnership with Xanadu:

“This collaboration… pushes the frontiers of QML and deepens our understanding of how future quantum systems may support national security and advanced technology development.”

Xanadu’s Technical Milestones

Xanadu enters this partnership following significant technical achievements. In June 2025, researchers from the company published a breakthrough in Nature demonstrating the generation of error-resistant photonic qubits (GKP states) on a chip. This development was a critical step toward proving the scalability of their approach for complex QML tasks.

AirPro News Analysis

While the immediate focus of this partnership is on defense applications, the implications of successful quantum generative models extend significantly into the civilian sector. In the pharmaceutical industry, similar models could theoretically generate valid molecular structures for drug discovery without the need to physically synthesize every candidate. In finance, they could create realistic market simulations to stress-test portfolios against rare “black swan” events. However, the timeline for deploying these capabilities remains dependent on the continued scaling of fault-tolerant quantum hardware.

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Sources: Lockheed Martin

Photo Credit: Xanadu

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Defense & Military

U.S. Army Validates AH-64E Apache Maritime Lifting Sling

The U.S. Army validated a lifting sling for the AH-64E Apache, enabling crane-based maritime loading with rotor blades folded.

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U.S. Army Validates AH-64E Apache Maritime Lifting Sling

The U.S. Army has successfully validated a prototype lifting sling for the Boeing AH-64E Apache, clearing the attack helicopter for crane-based maritime loading and unloading with its main rotor blades folded.

Announced on October 21, 2026, by the Apache Helicopter Project Office, the validation fulfills the final transportability requirement outlined in the aircraft’s Capability Production Document (CPD). The milestone significantly expands the Army’s expeditionary logistics options by reducing reliance on specialized port infrastructure.

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Expanding maritime logistics capabilities

Prior to this validation, maritime deployment of the Apache fleet often depended on Roll-On/Roll-Off (RORO) vessels or specialized dock facilities equipped with ramps capable of supporting towed aircraft. The new sling, engineered by industry partner ASRC Federal, allows the AH-64E to be hoisted using standard harbor and shipboard cranes.

This Lift-On/Lift-Off (LOLO) capability mitigates transit bottlenecks and lowers vessel charter costs by opening access to a wider range of global seaports. The U.S. Army stated that the ability to load and unload the aircraft with its main rotor blades folded is a major milestone for expeditionary mobility.

Prototype validation and next steps

The validation exercise took place at Fort Hood, Texas, overseen by the Apache Project Management Transportability Team based at Redstone Arsenal, Alabama. During the testing, the team successfully demonstrated the safe hoisting of the AH-64E using the ASRC Federal prototype hardware.

Following the exercise, the test team identified minor adjustments required before full production. These modifications include the addition of protective padding to prevent the hoisting cable from contacting the main rotor blades during lifting operations. Once these adjustments are validated, ASRC Federal will manufacture and deliver five contracted production prototypes to the U.S. Army.

The AH-64E Apache global footprint

Manufactured by The Boeing Company, the AH-64 Apache has served as the primary attack helicopters for the U.S. Army since 1984. The AH-64E is the latest variant, featuring upgraded sensors, software, and weapons performance. The U.S. Army is currently modernizing its fleet to the AH-64E Version 6.5 standard while gradually retiring older AH-64D models.

The global Apache fleet consists of more than 1,280 aircraft operating across 19 defense forces. In March 2023, Boeing reported the U.S. Army fleet had surpassed 5 million total flight hours.

International demand for the platform remains active. On August 11, 2026, Boeing signed offset agreements with Polish industry partners to build a long-term sustainment infrastructure supporting Poland’s incoming fleet of 96 AH-64E helicopters.

AirPro News analysis

The shift from RORO dependency to LOLO capability represents a critical logistical upgrade for U.S. Army aviation. As military planners focus on distributed operations and expeditionary mobility, the ability to utilize commercial container ports and standard maritime cranes reduces reliance on specialized military sealift vessels. This transportability milestone ensures the AH-64E can be deployed more rapidly and flexibly in contested or infrastructure-limited theaters.

Photo Credit: United States Army – Courtesy

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Defense & Military

GA-ASI and Spirit Defense Partner on FQ-42 Vengeance CCA

GA-ASI and Spirit Defense team up to manufacture the FQ-42 Vengeance airframe as the USAF targets 500 CCAs by 2032.

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GA-ASI and Spirit Defense Partner on FQ-42 Vengeance CCA

General Atomics Aeronautical Systems, Inc. (GA-ASI) and Spirit Defense have formed a strategic partnership to manufacture the airframe for the U.S. Air Force’s FQ-42 Vengeance Collaborative Combat Aircraft (CCA).

Announced in an October 23, 2026, press release, the agreement designates Spirit Defense, a Boeing Company, as a fuselage design-build partner. The collaboration aims to expand manufacturing capacity and establish production resilience as the U.S. Air Force (USAF) accelerates its uncrewed fighter program toward a goal of fielding hundreds of aircraft by the next decade.

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Scaling production for the uncrewed fleet

The partnership connects GA-ASI headquarters in San Diego, California, with Spirit Defense operations in Wichita, Kansas. Spirit Defense operates as an independent supplier to the defense industry, providing engineering, manufacturing, and lifecycle support for military programs. By integrating Spirit Defense into the supply chain, GA-ASI intends to reduce the risk of single points of failure and increase the industrial depth required for high-volume production.

GA-ASI recently completed a new low-observable paint facility to support the CCA program and stated it is currently positioned to deliver six aircraft per month to meet initial USAF objectives. The addition of Spirit Defense is designed to scale that output further.

David R. Alexander, President of GA-ASI, highlighted the strategic necessity of the agreement in meeting military requirements.

“We’re excited to be working with Spirit Defense. We’ve established our proven design, development, and manufacturing capability for the FQ-42. With Spirit Defense we add capacity, which is exactly the kind of production resilience our U.S. Air Force customer is looking for with its CCA ramp-up. This kind of partnership represents the scalable industrial base the Air Force and the U.S. Department of [Defense] are looking for from industry.”

Keith Schrader, President and CEO of Spirit Defense, confirmed the company’s readiness to support the airframe build.

“We’re proud to bring deep manufacturing expertise and proven capabilities to this important program. Our team understands the responsibility that comes with supporting critical national defense programs, and we’re ready to deliver for our customer and the warfighter.”

The FQ-42 Vengeance in testing and evaluation

The FQ-42 Vengeance is a purpose-built, fifth-generation uncrewed fighter developed to operate alongside crewed aircraft in semi-autonomous combat roles. The design features an internal weapons bay, low observability, and a modular architecture intended for the rapid integration of mission systems and autonomy software.

On September 18, 2026, GA-ASI delivered a new FQ-42 Vengeance to Creech Air Force Base in Nevada to support continued USAF test, evaluation, and experimentation. The aircraft has already participated in formation flights with crewed fighters, including the F-35 Lightning II and the F-15E Strike Eagle.

Secretary of the Air Force Troy Meink officially named the aircraft “Vengeance” on September 14, 2026. The aircraft was previously known internally as Dark Merlin. During the naming announcement, Meink emphasized the rapid pace of the acquisition program.

“Today, the first FQ-42 and FQ-44 increments are already rolling off the assembly line,” Meink stated. “They’ll be performing many of the same missions that we do with manned fighters today.”

Evolution of the Collaborative Combat Aircraft initiative

The USAF Collaborative Combat Aircraft program is designed to field affordable, semi-autonomous drones to augment crewed fighter squadrons. The target unit cost for the aircraft at full-rate production is approximately $20 million.

GA-ASI was selected by the USAF in April 2024 to build production-representative flight test articles for the program. The FQ-42 Vengeance completed its maiden flight in August 2025, and GA-ASI secured an initial production contract from the USAF in June 2026. The FQ-42 is one of two primary designs selected for the first increment of CCA production, alongside Anduril Industries’ FQ-44 Fury.

The scope of the CCA program has expanded significantly since its inception. Initial projections called for 150 aircraft, but on September 14, 2026, the USAF confirmed a revised goal to field at least 500 Collaborative Combat Aircraft by 2032.

Mike Shortsleeve, Vice President for Strategy Business Development at GA-ASI, addressed the increased production targets following the USAF announcement.

“The intent for them is to go up to as many as 500 aircraft by 2032,” Shortsleeve said. “We’re ready to do that production.”

GA-ASI has operated as a sole manufacturer of its Uncrewed Aircraft Systems (UAS) line since its founding in 1992. Over 30 years, the company’s Predator line has logged more than 9 million flight hours across platforms including the MQ-1C Gray Eagle, MQ-9A Reaper, MQ-9B SkyGuardian/SeaGuardian, and the MQ-20 Avenger.

Beyond the domestic FQ-42 program, GA-ASI is engaged in discussions with international militaries regarding the Gambit Series. The Gambit Series is a family of modular CCAs derived from the FQ-42, the XQ-67A Off-Board Sensing Station, and the MQ-20 Avenger, optimized for electronic warfare, suppression and destruction of enemy air defenses, and stand-off precision strike missions.

AirPro News analysis

The partnership between GA-ASI and Spirit Defense illustrates the central challenge of the Collaborative Combat Aircraft program: industrial capacity. Designing a capable uncrewed fighter is only half the mandate; the other half is manufacturing it at a scale and price point that traditional defense primes have struggled to achieve with crewed aircraft. By bringing a Boeing subsidiary into the fold for fuselage production, GA-ASI is signaling to the Department of Defense that it can meet the aggressive 2032 target of 500 aircraft without requiring massive, unilateral capital expenditure.

This distributed manufacturing approach also directly addresses the Pentagon’s ongoing concerns regarding supply chain fragility. Relying on a single facility in San Diego for a critical next-generation platform presents a strategic vulnerability. Distributing the airframe build to Wichita builds redundancy into the program while leveraging existing aerospace manufacturing infrastructure, a model that will likely become standard as the USAF pushes for higher volumes of attritable or semi-attritable autonomous systems.

Photo Credit: General Atomics

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Defense & Military

US Air Force Awards Natilus $3.5M for KONA BWB Freighter

The U.S. Air Force awarded Natilus $3.5M to adapt its KONA blended-wing-body freighter for contested logistics in the Indo-Pacific.

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US Air Force Awards Natilus $3.5M for KONA BWB Freighter

The U.S. Department of the Air Force awarded San Diego-based aerospace manufacturer Natilus a $3.5 million contract on October 21, 2026, to accelerate the development of its KONA blended-wing-body regional freighter for military applications.

The Research, Development, Test, and Evaluation (RDT&E) funding, directed through the Assistant Secretary of the Air Force for Energy, Installations, and Environment and the Operational Energy – Innovation office, aims to adapt the commercial Cargo aircraft for contested logistics. The investment targets operations in fuel-constrained theaters such as the Indo-Pacific.

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Bridging the sub-tactical lift gap

Military planners are evaluating the KONA to fill a specific operational gap in the Indo-Pacific theater, where long distances and constrained fuel supplies complicate supply chains. The aircraft is positioned to provide sub-tactical lift, operating in a capacity tier between light utility aircraft like the Cessna C-208 and larger tactical airlifters such as the Lockheed Martin C-130 Hercules.

In a press release announcing the contract, Natilus chief executive officer Aleksey Matyushev stated that the KONA platform will allow the military to gather real-world data on payload, utilization, and reliability as its broader airlift requirements mature. The modular architecture of the optionally piloted aircraft allows for multiple military applications beyond cargo transport, including communications relay, specialized payload delivery, and intelligence, surveillance, and reconnaissance missions.

Blended-wing-body efficiency and specifications

The core of the Natilus design is its blended-wing-body (BWB) architecture, which merges the wings and fuselage to generate additional lift and reduce aerodynamic drag. According to the manufacturer, this design yields a 30 percent reduction in fuel consumption and a 50 percent reduction in operational costs compared to conventional tube-and-wing aircraft of similar size. The KONA is designed to carry a 3.8-ton payload over a range of 800 nautical miles, offering a 40 percent increase in volumetric capacity over traditional counterparts.

Speaking to Air & Space Forces Magazine, Natilus chief operating officer Nolan Giblin highlighted the operational mathematics of the design.

“When you couple the aerodynamic efficiency of about 30 percent reduction in fuel with the added volumetric capacity, it really boils down to moving more for less,” Giblin told the publication.

The fuel efficiency metrics are particularly relevant to the Air Force’s Agile Combat Employment doctrine, which requires distributing forces across remote or austere locations that lack established fuel infrastructure. The KONA is also designed for short-field operations and compatibility with existing cargo handling equipment.

Natilus background and commercial timeline

Founded in 2016, Natilus has focused primarily on the commercial air cargo market, developing a family of BWB freighters. The company reports having secured more than 570 aircraft pre-orders valued at approximately $24 billion. The engineering team draws personnel from established aerospace manufacturers including Boeing, General Atomics, Northrop Grumman, and Scaled Composites.

While the Air Force funding accelerates the military evaluation of the KONA, the aircraft remains fundamentally a dual-use platform. Matyushev noted that the accelerated operational timeline made possible by the Air Force investment will prove the aircraft’s flexibility and efficiency to the Joint Force, even as the company continues to target the global commercial sector.

The development timeline has experienced adjustments. Aviation International News reported that the target date for the first flight of the full-scale KONA prototype has shifted to late 2027 or early 2028, a delay from an initial target of 2026. The company is targeting commercial service entry by the end of the decade.

The Natilus contract follows broader Air Force investments in BWB technology. In 2023, the service launched a demonstrator program with JetZero to develop a larger BWB aircraft, designated the Z4, which is expected to begin flight testing in 2027.

AirPro News analysis

The $3.5 million contract awarded to Natilus is a modest sum in the context of defense procurement, but it signals a continued strategic pivot by the U.S. Air Force toward blended-wing-body architectures. Following the larger JetZero demonstrator contract in 2023, funding the KONA indicates that military planners are exploring aerodynamic efficiencies across multiple weight classes, rather than limiting the technology to strategic airlifters or aerial refueling tankers.

The explicit focus on sub-tactical lift highlights a recognized logistical vulnerability in the Indo-Pacific. Distributing supplies across vast island chains under the Agile Combat Employment doctrine requires platforms that are more capable than light utility turboprops but less resource-intensive than a C-130 Hercules. If the KONA can deliver its promised 30 percent fuel reduction and operate from short, austere runways, it could provide a highly efficient node in a dispersed logistics network. The optionally piloted design also aligns with the military’s broader push toward autonomous and uncrewed systems to reduce risk to personnel in contested environments.

Photo Credit: Natilus

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