Image Credit: Noah Wulf - CC BY-SA 4.0/Wiki Commons

The United States is quietly reorganizing air combat around artificial intelligence, and the first proof is arriving on the wings of the F-22 Raptor. Instead of flying alone or in traditional formations, America’s premier stealth fighter is being wired to command swarms of autonomous drones that can scout, jam, and strike alongside it. The shift is not a distant concept but an emerging reality, with live demonstrations already showing a Raptor pilot directly controlling an AI-enabled wingman from the cockpit.

As these experiments move from test ranges into operational planning, the F-22 is becoming the threshold platform for a new kind of air warfare in which software, sensors, and neural networks matter as much as thrust and maneuverability. I see this as the moment when a legacy of air superiority merges with machine-speed decision making, setting the template for how crewed fighters and AI-driven drones will fight together in the years ahead.

Why the F-22 is becoming America’s AI swarm pathfinder

The choice to put the F-22 at the center of America’s first AI-enabled drone swarms is not just about prestige, it is about architecture. The Raptor was built from the start as a stealthy information sponge, able to soak up radar, infrared, and electronic signals and fuse them into a single picture for the pilot. That makes it an ideal “quarterback” for uncrewed systems, because the same data fusion that helps a human survive in contested airspace can also feed algorithms that assign tasks to nearby drones and keep them in sync with the jet’s mission.

Program officials have signaled that the Raptor will serve as the initial crewed platform for what the Air Force calls collaborative combat aircraft, or CCA, a family of AI-enabled drones designed to fly as loyal wingmen. Reporting on the program describes the F-22 as the “threshold” fighter for this concept, meaning it will be the first American jet equipped with the hardware and software needed to control these uncrewed partners in real time, before the approach migrates to other advanced fighters as it takes shape. That role is reinforced by detailed coverage of how the F-22 Raptor will get drone wingmen and become the lead node in this new networked force.

From stealth icon to drone commander

For most of its life, the F-22 has been defined by what it could do alone: penetrate dense air defenses, dominate enemy fighters, and vanish before opponents could react. The new chapter recasts the jet as a commander in a mixed formation of crewed and uncrewed aircraft, where its value lies in how well it can coordinate others. Instead of just firing missiles, the pilot will be orchestrating a constellation of drones that can extend the jet’s sensors hundreds of miles, soak up enemy fire, or push deeper into danger than any human should.

That evolution is not theoretical. Program timelines describe how the Raptor will be the first American fighter to receive the necessary control hardware, with key milestones clustered around Oct 30, 2025 and October 31, 2025 as the Air Force locks in upgrades that let the jet talk to and direct its robotic partners. Those dates, cited in detailed reporting on how the Raptor becomes the first American fighter to field this capability, mark the moment when a stealth icon begins to transform into a flying command post for AI-driven swarms.

Inside the first live control of a wingman drone

The conceptual shift became tangible when an F-22 pilot directly controlled a wingman drone from the cockpit in a first-of-its-kind demonstration. Instead of relying on a ground station or a separate operator, the fighter’s pilot used onboard interfaces to task an uncrewed aircraft in flight, turning the Raptor into both a shooter and a mission commander. That live control proved that the jet’s avionics, datalinks, and pilot workload could support real-time direction of a robotic teammate in contested airspace.

According to detailed accounts, the Air Force highlighted this event on Nov 16, 2025 as a major threshold in crewed-uncrewed teaming, emphasizing that the Raptor is now more than a standalone fighter. The demonstration involved a CCA surrogate controlled from the F-22 cockpit, with the uncrewed aircraft executing tasks based on pilot commands rather than preprogrammed routes. Reporting on how an F-22 pilot controls a wingman drone from the cockpit underscores that this was not a lab simulation but a live flight, with the Air Force treating it as a preview of operational tactics to come.

How General Atomics and CCA surrogates are shaping tactics

Behind the scenes, industry partners are using surrogate drones to refine how a Raptor pilot will actually fight with AI teammates. General Atomics, a long-time builder of uncrewed aircraft, has been flying CCA surrogates that mimic the behavior and performance of future combat drones, giving engineers and tacticians a testbed to explore everything from formation spacing to target handoff. For the pilot, this means learning how to issue high-level intent, such as “screen this sector” or “press this target,” while the AI handles the details of navigation and threat avoidance.

On Nov 16, 2025, reporting on these efforts highlighted how General Atomics used a surrogate platform to demonstrate that an F-22 pilot could control a CCA-like drone directly from the cockpit, validating both the hardware integration and the human-machine interface. The coverage stressed that we already know the F-22 will play a critical role in crewed-uncrewed teaming operations, and that General Atomics is using these flights to tout progress on CCA and refine tactics for future swarms. The description of how a CCA surrogate drone was controlled from the Raptor cockpit shows how industry and the Air Force are converging on a practical playbook for AI-enabled wingmen.

AI brains in the swarm: neural architectures and adaptation

The drones that will fly with the F-22 are not just remote-controlled missiles, they are built around AI systems that can adapt in real time. At the core of this capability is a neural architecture that allows the uncrewed aircraft to rewrite its own strategy mid-flight, adjusting to new threats or opportunities without waiting for a human to micromanage every move. In practice, that means a drone tasked to escort the Raptor could shift from passive sensing to active jamming, or from screening to strike, as the tactical picture changes.

Reporting on a recent threshold event in air warfare described how Its neural architecture allows it to adapt mid-flight, dynamically rewriting its strategy depending on the opponent’s behavior and the mission context. That description, tied to a demonstration in which a Raptor pilot directly controlled an AI-enabled drone, underscores how the swarm’s intelligence is distributed rather than centralized. The account of how Its neural architecture supports dynamic strategy shifts makes clear that the drones are designed to be partners that think alongside the pilot, not just obedient followers.

What “threshold platform” really means for the Air Force

Calling the F-22 a threshold platform for AI-enabled swarms is more than a branding choice, it signals how the Air Force plans to roll out this technology across the fleet. By starting with a small, elite community of Raptor pilots, the service can refine tactics, interfaces, and safety protocols before pushing the concept into larger programs. Lessons learned in the F-22 community will shape how future fighters, including other stealth designs, integrate with CCA and similar drones, from cockpit displays to rules of engagement.

In practical terms, this threshold role means the Raptor will be the first to carry the full suite of control hardware, datalinks, and software needed to manage multiple uncrewed aircraft in combat, with other fighters following once the concept proves itself. Reporting that the Air Force has designated the Raptor as the initial crewed platform for CCA, and that it will be the first American fighter to fly with dedicated drone wingmen, shows how the service is using the F-22 as a bridge between today’s manned-centric force and a future where AI-enabled swarms are routine. The same coverage that details how the F-22 Raptor will get drone wingmen also frames it as the lead testbed for the broader collaborative combat aircraft vision.

How AI swarms could change air combat tactics

Once F-22 pilots can reliably command AI-driven drones, the geometry of air combat starts to look very different. Instead of a handful of fighters maneuvering against each other, a single Raptor could arrive with a small constellation of uncrewed aircraft that fan out ahead, probing for radar emissions, mapping surface-to-air missile sites, and forcing enemy pilots to react to threats coming from multiple directions at once. The human in the cockpit would focus on high-level decisions, while the swarm executes complex maneuvers at machine speed.

That shift opens up new tactics that were either too risky or too complex when only humans were involved. A pilot could send a drone to deliberately trigger an enemy radar, then use another to triangulate its location and a third to deliver a strike, all while the F-22 remains outside the most dangerous envelope. The Air Force’s decision to use the Raptor as the first fighter to control CCA surrogates in live tests, as described in accounts of the Nov 16, 2025 demonstration and the broader CCA surrogate program, shows that these tactics are already being rehearsed in controlled environments so they can be translated into operational playbooks.

Pilot workload, trust, and the human role in the loop

Handing a pilot control of multiple AI-enabled drones raises hard questions about workload and trust. The F-22 cockpit was originally designed for a single aircraft, not a small fleet, so engineers have had to rethink how information is presented and how commands are issued. Instead of adding more buttons and screens, the goal is to let the pilot express intent in simple terms and rely on the AI to translate that into detailed actions, while still keeping the human firmly in charge of lethal decisions.

The live control events described in the CCA surrogate tests and the Nov 16, 2025 Raptor demonstration are as much about human factors as they are about software. By having a pilot directly control a surrogate drone from the cockpit, the Air Force and partners like General Atomics can measure how quickly the pilot can understand what the drone is doing, how easily they can retask it, and where confusion or overload might occur. The reporting that the F-22 pilot successfully managed a CCA surrogate in flight, and that the Raptor is being equipped as the first American fighter to do so, suggests that the service is finding ways to keep the human in the loop without drowning them in data.

The strategic stakes of putting AI swarms behind stealth

Putting AI-enabled swarms behind a stealth fighter like the F-22 has strategic implications that go beyond any single mission. For adversaries, it complicates planning, because they must now assume that every Raptor on radar, if they can see it at all, might be accompanied by a shifting cloud of uncrewed aircraft that can appear from unexpected angles. For allies, it signals that the United States is willing to operationalize AI in front-line combat roles, not just in back-office analytics or logistics.

The reporting that the Air Force has crossed a new threshold in air warfare, with a Raptor pilot directly controlling an AI-enabled drone whose neural architecture can adapt mid-flight, captures the scale of that shift. When combined with the detailed timelines around Oct 30, 2025, October 31, 2025, and the Nov 16, 2025 demonstration, the picture that emerges is of a deliberate, staged move toward a future where crewed fighters act as command hubs for autonomous swarms. As I see it, the F-22’s new role as an AI swarm leader is less a one-off experiment and more the opening act in a broader reimagining of American airpower.

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