A battlefield dominated by totally autonomous drones able to deciding on and interesting targets without human intervention seems like a dystopian sci-fi plot. And whereas that state of affairs has not but arrived, the conflict between Russia and Ukraine has moved trendy warfare a notch down that highway.
Lately, each nations have deployed semi-autonomous drones in fight and are quickly racing toward fully autonomous unmanned aerial autos.
Given these developments and the tempo of Russian and Ukrainian drone manufacturing, a battlefield with a whole lot to 1000’s of totally autonomous drones working is believable throughout the subsequent few years. But, the know-how underpinning autonomous warfare dangers outpacing the Russian and Ukrainian frameworks for sustaining some extent of human management over weapons.
As an expert on weapons technology, I fear that the battlefield incentives to deploy extra autonomous drones will utterly push apart human concentrating on selections associated to utilizing proportional drive, avoiding strikes on non-combatants and limiting collateral injury.
The creeping drone conflict
Each Ukraine and Russia have more and more prioritized the use and manufacturing of drones for the reason that conflict started in February 2022. Unable to provide giant numbers of one-way assault drones at first, Russia turned to Tehran for technological help – and has steadily developed its personal capability. Ukraine had a nascent drone trade and has grown it utilizing personal protection corporations and technological innovation.
Danyil Nikolaenko/Suspilne Ukraine/Global Images Ukraine via Getty Images
Because the conflict has progressed, each side have added autonomous options to current drones, in addition to developed new drones with autonomous capabilities. Particularly, each Russia and Ukraine have deployed drones with autonomous capabilities utilizing AI on the battlefield to acknowledge targets, navigate and self-guide to targets.
In November 2025, a Ukrainian first-person-view drone used an AI-assisted steering system to strike a possible Russian tank after the drone’s communications hyperlink with its operator was disrupted. A human operator chosen the goal, however the drone itself guided the ultimate phases of the assault.
Dependable estimates of the numbers of those drones on the battlefield are unavailable. Nevertheless, reviews on their utilization recommend they symbolize solely a small proportion of the thousands and thousands of drones each side have deployed to this point.
On the superior finish of the spectrum, Russia reportedly fielded at the least one mannequin of a fully autonomous unmanned aerial vehicle in early 2025. Ukrainian evaluation of recovered Russian V2U drones revealed a small Nvidia laptop designed to run AI-enabled decision-making software program. Variants recovered in late 2025 now not contained the exterior communications methods suggestive of operator management.
Autonomous concentrating on
The V2U’s technical methods are configured to allow autonomous choice and engagement of targets with out operator intervention following launch.
Human operators have usually chosen meant targets or goal areas for ethical causes, highlighting the importance of the V2U’s capability to hold out these missions autonomously.
The onboard AI makes use of laptop imaginative and prescient, permitting the drone to investigate photos from its onboard sensors. It could possibly autonomously acknowledge objects, observe them, navigate and choose potential targets.
In July, Russia employed a unique AI-enabled drone in fight that demonstrated a much less complete type of autonomous concentrating on. The strike, on a fuel station in Zaporizhzhia, killed three Ukrainian civilians. Human operators chosen the fuel station because the goal space, whereas onboard software program independently picked the ultimate intention level.
Russia can also be integrating variations of an analogous know-how into its Geran collection unmanned aerial autos, that are primarily based on Iran’s delta-wing Shaheed-136 assault drone. Some Gerans embody a seeker guidance package that enables the onboard laptop to information the drone within the last flight section, after a human operator initially selects the goal.
Ukraine, for its half, has centered on modular AI-driven packages, together with chips with embedded software program and generally cameras, that it may possibly set up extensively throughout drone and different platforms. It has fielded drones that use onboard AI to identify targets and information them of their last flight section.
One such module tracks targets and guides the drone the ultimate 500 meters to them. The corporate that makes the pc advertises extra superior modules, which it claims will present extra and even full autonomy.
Ukraine claims to have used extra superior autonomous drones on the battlefield as effectively. Former Protection Minister Mykhailo Fedorov stated in July that Ukraine used a drone that autonomously chooses targets with no radio connection to a human pilot in strikes in Russian-occupied Crimea at an unspecified date. He added that Ukraine has not mass-produced this drone.
Ukraine additionally reportedly employed what have been dubbed fully autonomous quadcopter drones two years in the past in opposition to Russian forces close to Bakhmut, Ukraine, killing Russian soldiers. Nevertheless, reviews that the drones had been preprogrammed elevate questions on whether or not the drones independently chosen the targets.
AFP via Getty Images
Battlefield benefits, moral issues
Russian and Ukrainian drones with autonomous capabilities have already got had battlefield affect, regardless that Kyiv and Moscow haven’t but deployed probably the most superior methods in giant numbers.
The advantages of deployment are clear. Drones with autonomous capabilities scale back their dependence on communications hyperlinks and might proceed regardless of jamming and different types of digital warfare. These capabilities assist allow strikes deep into one another’s territory.
Autonomous navigation and steering within the last portion of flight also can enhance drones’ capability to have interaction shifting targets. Deployment of totally autonomous drones at scale might scale back the personnel required to function giant numbers.
However autonomous drones include critical moral issues.
A significant danger is that the event and employment of this know-how leapfrogs the flexibility of Russia and Ukraine to take care of some sort of human management over autonomous weapons. Ukrainian Ministry of Protection guidelines require holding humans in the loop for “fight” selections, that means that people confirm targets within the “final stages of interception.”
In distinction, Russia’s arms management positions present insights into its views on human management. Russian officers spotlight “human control,” with a concentrate on the flexibility to change the system, deactivate it or present limitations, similar to on the forms of targets that it may possibly interact. However Moscow doesn’t stress {that a} human needs to be within the loop for verifying targets earlier than they strike them.
As worrying as that sounds now, the subsequent step in AI drone warfare is much more regarding: Swarming drones that may hunt in packs of some to 1000’s and autonomously alter their habits primarily based on speaking with each other current a daunting problem to sustaining human management.