Hivemind Pilot (F-16)

Hivemind Pilot is the fighter-aviation branch of Shield AI’s Hivemind autonomy stack — a software agent trained to fly a full-scale combat aircraft and engage other fighters without a human at the controls. Shield AI introduced the system in 2023 as the centrepiece of its push beyond the V-BAT drone line and into crewed-class platforms, positioning Hivemind as a single autonomy product that scales from a tactical VTOL up to a fourth-generation jet. The agent does not assist a pilot; it is the pilot, taking the stick from takeoff through air-to-air engagement.

The pilot agent is a development of the Hivemind architecture Shield AI built for GPS- and communications-denied environments, where remote operators cannot loop in fast enough to fly the aircraft themselves. Hivemind Pilot runs onboard, processes sensor data locally, and produces flight-control and weapons-employment decisions in real time. Training is conducted in high-fidelity simulation using reinforcement learning, with the resulting policies transferred onto the physical airframe. The system flew on the X-62A VISTA, a heavily modified F-16D operated by the US Air Force Test Pilot School at Edwards Air Force Base, whose flight-control system can be reprogrammed in flight to mimic other aircraft and accept third-party autonomy software. Shield AI’s agent was one of several stacks integrated under DARPA’s Air Combat Evolution (ACE) programme, which set out to test whether machine-learned dogfighting could meet a human pilot in the visual-range arena.

In 2023, the ACE programme reported that an AI-flown X-62A had engaged a human-piloted F-16 in within-visual-range manoeuvring and that the autonomous aircraft had not lost an engagement — the widely cited “5:0” line traces back to programme-office briefings on those trials. The flights drew a visit from then–Air Force Secretary Frank Kendall, who flew in the X-62A’s back seat in May 2024 while the AI agent flew the aircraft against a human-piloted F-16 over Edwards, the first time a sitting service secretary had flown in an AI-piloted fighter. The United States remains the sole operator of the X-62A testbed; Hivemind Pilot itself has not been fielded on an operational squadron aircraft.

Development since the ACE trials has pointed toward the Collaborative Combat Aircraft (CCA) programme, the Air Force effort to field uncrewed fighters that fly alongside the F-35 and the Next Generation Air Dominance platform. Shield AI has marketed Hivemind as autonomy software that can be lifted from the V-BAT and X-62A onto CCA airframes, competing with offerings from Anduril, General Atomics, and the established primes for what will be the first large fleet of AI-flown combat jets.