Ukraine's AI Drones Now Fly Themselves for Final 500 Meters

The Lupynis-10-TFL-1 drone switches from human control to artificial intelligence at the final 500 meters of its flight. This small, affordable first-person-view craft carries a microcomputer that uses deep learning to recognize and track targets. The system allows the drone to navigate autonomously without a pilot holding a control stick. Dozens of Ukrainian military units have already integrated this technology into their operations.

Yaroslav Azhnyuk, a 37-year-old computer scientist, co-founded the defense firm The Fourth Law in Kyiv. He previously built companies in Silicon Valley, including Petcube, which sold one million smartphone-powered pet cameras in the United States. After Russia launched its full-scale invasion in 2022, Azhnyuk pivoted his expertise to defense technology. He describes the shift as moving from devices that fling treats to pets to cameras that fling explosives at occupying forces.

The drone is named after Anatoliy Lupynis, a 20th-century Ukrainian poet and political activist who survived decades of Soviet imprisonment. The company names its weapons after Ukrainian intellectuals and artists killed or persecuted by Russians in the last century. Azhnyuk says this naming convention helps resurrect the memory of these figures while they continue to fight through technology.

During a test in an overgrown field outside Kyiv, a team member known by the call sign Stab demonstrated the drone's capabilities. A pilot called Professor guided the craft until it locked onto a dilapidated car driven by an employee on a dirt road. The drone then flew itself to the target, using algorithms to maintain its course. Stab noted that the pilot was no longer doing anything while the drone handled the final approach.

The onboard neural network is trained on hours of combat footage to identify vehicles, light-armored vehicles, tanks, and flying objects. Stab states that AI drones are difficult to jam and that safeguards prevent them from going rogue. He emphasizes that humans still select the target before the AI takes over navigation and tracking.

Ukrainian President Volodymyr Zelenskyy has warned that AI could lead battlefield decisions as soon as next year. Azhnyuk acknowledges the ethical concerns but argues that the technology is not a Terminator scenario. He describes the current systems as calculators that are no more likely to rebel than a warehouse of artillery shells. He admits, however, that future drones may make their own decisions on designating targets.

Azhnyuk argues that Ukraine must adopt AI to match Russian capabilities. He notes that enemy systems can make decisions in microseconds, while human control takes minutes, hours, or days. He says if Ukraine refuses to use AI defensively while Russia uses it offensively, Ukraine has already lost. He concludes that the primary goal is survival, because if Ukraine loses, there will be no one left to debate the ethics of the technology.

Rusia is also deploying AI-enabled drones against Ukraine. This development is part of a high-tech arms race that has raised concerns among military leaders and tech experts. The integration of autonomous systems into drone warfare is changing the speed and nature of combat on the front lines.