Full Breakdown
Accelerating Development of Autonomous Drones in the Russia-Ukraine War
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Evolution from Semi-Autonomous to Fully Autonomous Systems
Since the conflict began in February 2022, both Russia and Ukraine have expanded their drone programmes. Early shortages of one-way attack drones led Russia to seek technical assistance from Tehran and to build its own capacity, while Ukraine leveraged private defence firms to grow a nascent industry. Over time, each side has added AI-driven modules that enable drones to recognise targets, navigate and guide themselves during the final phase of flight. By early 2025 Russia fielded at least one model of a fully autonomous unmanned aerial vehicle (UAV), identified as the V2U, whose onboard Nvidia processor runs decision-making software without operator input after launch. Ukraine has similarly equipped drones with modular AI packages that can steer the aircraft in the last 500 metres to a target, and it claims to have used fully autonomous quadcopter drones near Bakhmut two years earlier.
Operational Examples and Technical Features
In November 2025 a Ukrainian first-person-view drone employed AI-assisted guidance to strike a probable Russian tank after its communications link failed; a human selected the target, but the drone completed the attack autonomously. In July, Russia used an AI-enabled drone to strike a gas station in Zaporizhzhia, killing three civilians; operators chose the station, while onboard software selected the precise aim point. Russia is also integrating seeker-guidance packages into its Geran series—derived from Iran’s Shaheed-136—allowing the computer to guide the final flight phase after an initial human target selection. Ukrainian Defence Minister Mykhailo Fedorov has said that Ukraine deployed a drone capable of autonomous target selection in Crimea, though it has not been mass-produced.
Ethical and Control Challenges
Both militaries cite operational benefits: reduced reliance on communications links and resilience against jamming. However, the Ukrainian Ministry of Defence mandates human verification of combat targets in the final interception stage, whereas Russian policy emphasises the ability to alter or deactivate systems without requiring a human-in-the-loop verification before strike. Analysts warn that scaling fully autonomous drones could erode these human-control safeguards.
Prospective Developments and Strategic Implications
The next anticipated step is swarming technology, where dozens to thousands of drones coordinate autonomously to hunt targets. Such capabilities could further diminish the need for personnel and complicate efforts to maintain proportional force and civilian protection, raising profound strategic and moral questions for both sides of the conflict.