Ukrainian startup deploys AI drones to counter Russian offensive

Yaroslav Azhnyuk, a 37-year-old computer scientist, transitioned from consumer tech to defense manufacturing after Russia launched its full-scale invasion of Ukraine in 2022. He now leads The Fourth Law and Odd Systems, two Kyiv-based firms that produce autonomous drones. Dozens of Ukrainian military units already operate their Lupynis-10-TFL-1 drone, which Azhnyuk argues provides an asymmetric advantage when facing opponents with superior capabilities.

The core of this technology is a microcomputer embedded in a small first-person-view drone. This unit runs a deep-learning neural network trained on hours of combat footage. When the drone approaches its target, the software takes over the final 500 meters of the flight. It identifies objects such as light-armored vehicles, tanks, and flying objects without pilot input. Azhnyuk distinguishes this embedded system from large data-center models or self-driving car algorithms, describing it as a simple tool for image recognition and navigation.

Azhnyuk previously founded Petcube, a company that sold one million AI-powered pet cameras in the United States. Those devices allowed owners to monitor pets and dispense treats remotely. He now applies similar image recognition principles to military hardware. "We're making not cameras that fling treats but cameras that fling explosives at people who came to occupy our land," he said. The company names its weapons after Ukrainian intellectuals and artists persecuted by Russia, including the poet Anatoliy Lupynis, for whom the primary drone is named.

Field tests conducted in an overgrown field outside Kyiv demonstrate the drone's autonomous capabilities. During one trial, a pilot named Professor guided the aircraft to a dilapidated car on a dirt road. Upon selecting the target, the pilot released the control stick. The drone's internal algorithms kept it on course until it reached the vehicle. "The drone is doing everything itself," said Stab, the head of the test and integration team. On the battlefield, this system would deliver an explosive payload. Stab noted that these drones are difficult to jam and are designed with safeguards to prevent rogue behavior, as humans still select the initial target.

President Volodymyr Zelenskyy has warned that AI could lead battlefield decisions as soon as next year. Azhnyuk acknowledges the ethical concerns surrounding autonomous weapons but argues that such risks have existed since the invention of fire. He maintains that the technology is currently a calculator rather than a decision-maker. "It's not unthinkable to imagine that some years in the future there will be drones that will be able to make their own decisions," he said. However, he contends that Ukraine must adopt AI to match the speed of Russian offensive systems, which can make decisions in microseconds while human control takes minutes or hours.

The adoption of these systems is driven by the immediate need to survive a high-tech arms race. Azhnyuk stated that if Ukraine refuses to use AI for defensive decisions while its adversaries use it for offensive ones, the conflict is already lost. The focus remains on practical application over philosophical debate. "If Ukraine loses, there's no way for us to argue about the ethics of AI," he said. For now, the priority is to ensure the drones function effectively in combat conditions.