The U.S. Air Force bets on AI to keep its edge

An exercise that changes in nature

Some military exercises make headlines for their spectacular images of fighter jets in formation, while others, far quieter, silently redefine how a future war will be fought. The second kind matters infinitely more, and that is exactly what just happened in Las Vegas. The Department of the Air Force ran the Multi-Decision Advantage Sprint for Human-Machine Teaming, nicknamed MASH, a two-week exercise that for the first time integrated Guardians from the Space Force alongside Air Force personnel.

The stated goal is simple to state but colossal to achieve: let American forces make decisions faster than any adversary in a contested environment. At a time when China and Russia are pouring resources into their own AI-assisted command capabilities, every day of American delay can translate into a very real tactical disadvantage on a future battlefield.

An unprecedented partnership between two services

What sets this exercise apart from previous ones is the active integration of Guardians from the Space Force, no longer as observers but literally "in the seat," directly shaping the development of combat management tools that span the space domain. Colonel John Ohlund, director of the cross-functional team for the advanced battle management system, summed up the stakes: weaving artificial intelligence into the combat management architecture so operators can process massive volumes of data faster than ever before.

Sense, match, generate

The exercise put six industry software development teams to the test, alongside the military ShOC-N team, around three foundational decision-making functions drawn from the Department of the Air Force's transformational model: identifying possible actions against a target, matching the desired effect with the best available capability, and generating viable combat courses of action for commanders.

These three functions, technical in appearance, are in reality the very heart of modern military decision-making. Intelligently automating these steps, without removing final human judgment, could dramatically shrink the time between detecting a threat and mounting the appropriate operational response.

A proving ground at Nellis

The experiment took place at a dedicated facility of the Shadow Operations Center-Nellis, led by the Department of the Air Force's cross-functional team for the advanced battle management system, in partnership with the Air Force Research Laboratory, the Space Force, and the 805th Combat Training Squadron.

Four nations invited to observe

Notably, four allied nations observed the exercise, gathering lessons on the American approach to integrated architectures and laying the groundwork for future interoperability. This calculated openness sends a clear message: Washington wants its NATO and Indo-Pacific partners to advance at the same technological pace, rather than fall behind during future joint operations.

Interoperability is not a bureaucratic footnote. In a high-intensity conflict involving several Atlantic Alliance countries against Russia, the ability of allied systems to exchange targeting data in real time could decide the outcome of an engagement far more than the raw number of platforms deployed.

A closing strategic window

China is rapidly advancing its own AI-assisted command, control, and communications capabilities, just as Russia keeps adapting its electronic warfare systems on the Ukrainian theater. Every delay in Western integration of these technologies narrows the West's strategic room to maneuver against adversaries who are not waiting around.

An operator-developer co-creation model

The user-producer co-creation environment lets military operators give immediate feedback to developers, dramatically speeding up the software development cycle for the entire joint force. This model breaks from traditional American defense acquisition processes, often criticized for their excessive slowness in the face of rapidly evolving technological threats.

In practice, this means fixes and improvements that might have taken months, even years, under a classic acquisition program can now be tested, adjusted, and redeployed within just a few days during these intensive exercises.

Building on the gains of previous exercises

MASH builds on the successes of earlier Decision Advantage Sprint for Human-Machine Teaming exercises, single-function experiments that progressively proved the technical feasibility of this approach before scaling up to this integrated, multi-domain version.

Beijing, systemic rival number one

It would be naive to claim this exercise has no direct link to China's rising military power. Beijing has made multi-domain data fusion an explicit strategic priority for its own armed forces, seeking to shorten its own decision loop ahead of a potential conflict in the western Pacific.

China remains, according to dominant Western doctrine, the greatest long-term systemic threat to the rules-based international order, even more so than Russia in terms of overall economic and technological power.

A race with no room for delay

The space domain, where the Space Force now plays a central role, is also where China is investing most aggressively, developing anti-satellite and surveillance capabilities that could one day directly threaten the communication and navigation systems on which the entire Western military apparatus depends.

From observers to full-fledged actors

The active participation of Guardians in this exercise marks an important symbolic milestone for the Space Force, a still-young service seeking to prove its immediate operational relevance rather than simply its future potential. Moving from observer status to direct contributor in the development of combat management tools illustrates the rapid maturation of this military branch.

This shift reflects a growing recognition, within the Pentagon itself, that the space domain can no longer be treated as a mere technical appendix to air operations, but as a full-fledged operational theater, as critical as air, land, or sea.

Toward complete multi-domain integration

The long-term ambition goes far beyond this exercise: building a truly joint command and control architecture, where space, air, cyber, maritime, and land data converge in real time toward decision-makers, regardless of their service of origin.

Six teams in constructive competition

The six industry software development teams that took part in the exercise represent a cross-section of the American defense innovation ecosystem, a sector that now blends traditional major contractors with young startups specialized in artificial intelligence applied to combat.

This constructive competition among vendors, rather than an exclusive contract handed to a single player, lets the Pentagon directly compare different technical approaches before committing to major long-term investments.

A model worth replicating elsewhere

This intensive sprint model could be reproduced in other critical areas of American defense, from missile defense to electronic warfare, wherever the speed of innovation often matters more than immediate technical perfection.

A battle that will be fought before the first shot is fired

In a future high-intensity conflict, whether against Russia in Eastern Europe or against China in the Pacific, the ability to process information faster than the adversary could well decide the outcome of the conflict before the first shots are even exchanged. That conviction underpins the entire American investment in the tools tested in Las Vegas.

European NATO allies are watching these developments closely, aware they too will need to invest heavily in similar capabilities if they want to remain interoperable with American forces during future joint operations.

What this exercise really reveals

MASH is not just another technological exercise: it is a signal sent to allies and adversaries alike that the United States takes the race for AI-assisted decision-making seriously. In a world where China, Russia, Iran, and North Korea are all investing, to varying degrees, in disruptive military capabilities, the West can no longer afford technological complacency.

The real challenge still lies ahead

What remains is turning these promising experiments into fully operational, field-deployed capabilities, a path that stays long, costly, and littered with the usual bureaucratic obstacles. But at least the direction taken looks like the right one, and that alone is reassuring in as tense a geopolitical context as 2026.

By Maxime Marquette, columnist

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