Ukrainian firms shift consumer tech to autonomous war drones

A 37-year-old computer scientist turned his consumer electronics background to defense after Russia’s 2022 invasion, arguing that artificial intelligence provides a necessary asymmetric advantage in modern combat. Yaroslav Azhnyuk, who previously founded Petcube, now runs The Fourth Law and Odd Systems, two Ukrainian defense firms producing autonomous drones used by dozens of military units. He states that when one side possesses capabilities orders of magnitude higher than the other, it creates a strategic edge that can make a force 10,000 times more effective.

The core product, the Lupynis-10-TFL-1, combines a first-person-view drone with an onboard computer. This unit uses AI to assume control during the final 500 meters of flight, a range of roughly 0.3 miles. Azhnyuk notes that this system differs significantly from the large data-center models powering tools like Claude or the AI used in Tesla self-driving. Instead, it relies on simple image recognition tools to navigate or select targets without human input during the terminal phase.

Testing takes place in an overgrown field outside Kyiv, where teams verify the aircraft's ability to identify targets such as tanks, light-armored vehicles, and flying objects. The microcomputer inside the drone runs on a deep-learning neural network trained on hours of combat footage. In a recent test, a pilot flew the drone until it locked onto a dilapidated car driven by an employee. Once the red lock light flashed, the pilot released the control stick, and the drone flew itself to the target. A team member, known by the call sign Stab, noted that the human did nothing while the drone executed the final approach.

The company names its weapons after Ukrainian intellectuals and artists persecuted by Russian forces, with the Lupynis line honoring 20th-century poet Anatoliy Lupynis. Azhnyuk says this practice helps resurrect their ideas. He emphasizes that the drones are not killer robots but function as calculators, no more likely to cause a Terminator-style uprising than a warehouse full of artillery shells. He acknowledges that AI could eventually make its own targeting decisions, but he argues that immediate necessity drives current deployment.

President Volodymyr Zelenskyy has warned that AI could lead battlefield decisions as soon as next year. Azhnyuk counters that refusing to use AI defensively while adversaries use it offensively guarantees defeat. He points out that AI systems make decisions in microseconds, whereas human control takes minutes to days. For Azhnyuk, the priority is survival, noting that if Ukraine loses, there will be no platform left to debate the ethics of AI.

Stab asserts that safeguards prevent the drones from going rogue, as humans still select the initial targets. The AI handles the final navigation and strike. This hybrid approach allows Ukrainian units to maintain human oversight while leveraging machine speed for precision.