AI drones take control in final 500 meters of Ukraine war

Ukrainian defense manufacturers are fielding AI-powered drones that assume full control of flight during the last 500 meters of their trajectory, a development that is accelerating the pace of the conflict with Russia.

Volodymyr Zelenskyy, the Ukrainian president, has warned that artificial intelligence could lead battlefield decisions as soon as next year. The shift forces commanders to rely on algorithms for target recognition and navigation in the final approach, reducing the window for human intervention to a matter of seconds.

Yaroslav Azhnyuk, a 37-year-old computer scientist, runs The Fourth Law and Odd Systems. These Kyiv-based firms produce the Lupynis-10-TFL-1, an autonomous drone used by dozens of Ukrainian military units. Azhnyuk, who previously founded Petcube, a company that made smart cameras for pet monitoring, pivoted to defense after the 2022 invasion.

The drone integrates a small first-person-view airframe with an onboard microcomputer running a deep-learning neural network. This system analyzes combat footage to identify vehicles, light armor, tanks, and flying objects. Once a pilot selects a target and the system locks on, the drone flies itself to the impact point without pilot input.

During a test in an overgrown field outside Kyiv, a pilot identified as Professor guided a drone toward a dilapidated car. Upon a red flash indicating a lock, the pilot released the control stick. The drone navigated to the target independently. A team member identified as Stab, the head of the test and integration team, noted that the system was hard to jam and that human safeguards remained in place for target selection.

The Fourth Law named its weapons after Ukrainian intellectuals persecuted by Russians in the 20th century, including the poet Anatoliy Lupynis. Azhnyuk argues that the current technology functions as a calculator rather than a autonomous decision-maker, though he acknowledges that future drones may designate targets on their own.

Azhnyuk stated that the primary goal is survival. He noted that Russian systems make decisions in microseconds, while human control takes minutes or hours. If Ukraine refuses to use AI for defensive decisions while its adversaries use it for offensive ones, the outcome is predictable. For now, the focus is on ensuring the technology keeps Ukrainian forces alive.