The Tether and the Trench
When Commander Yurii Fedorenko looks at skies full of drones, he sees a human tether that software cannot replace.
Replacing human pilots with algorithms lowers political barriers to war, even as battlefield strikes continue killing soldiers in trenches and civilians on the ground.
Key facts
- A typical Ukrainian or Russian strike mission requires three to six people for one FPV drone hitting a target, including pilots, sensor and electronic warfare operators, an engineer preparing payloads, and a commander making the engagement call.
- The 2020 Nagorno-Karabakh conflict lasted 44 days, ending after Azerbaijan captured Shusha. Joël Postma noted that while drones supported the advance, the final blow was dealt by an old-fashioned infantry operation.
- Ukrainian FPV drone production grew from about 5,000 units annually across seven companies in 2022 to 4.5 million per year across more than 500 companies by 2025.
- Ukrainian forces averaged more than 200,000 FPV drones consumed per month in 2025, up from roughly 10,000 monthly in 2024, yet artillery still accounted for most casualties.
- Up to 12 U.K. companies were given access to a database containing sensor information from over 6 million detections of battlefield objects, allowing them to build new AI models for drone swarms.
The Full Story
The Human Behind the Goggles
When Yurii Fedorenko, commander of Ukraine's 429th Separate Unmanned Systems Brigade "Achilles", stood before military specialists in late September 2026, he offered a blunt assessment of modern combat. "Communications are the foundation," Fedorenko said. He cautioned that if forces do not work toward replacing the Starlink satellite communications system, they could lose the effectiveness of a significant number of strike crews, adding that artificial intelligence will increasingly be needed to manage information "not only into the air and range, but also underground."
Fedorenko's warning cuts directly against a prevailing modern belief. A listener wrote to ask whether the war in Ukraine is truly the first cyber and drone war where both sides field highly intelligent autonomous machines, what future warfare looks like if computers simply fight computers, and what is at stake when soldiers fight through screens.
The conflict has moved modern warfare toward automated combat, but that bloodless machine battlefield has not arrived. Despite popular perceptions of autonomous swarms tracking blips on a screen, frontline strike quadcopters are not independent robots. Instead, first-person-view drones remain tethered to humans by radio, satellite, or spooling fiber-optic lines. Rather than a solitary computer hunting on its own, a single tactical strike mission routinely relies on a coordinated team of three to six specialists—pilots, electronic warfare spotters, payload engineers, and commanders—while onboard software handles only narrow terminal guidance.
Yet those vital signals are under relentless assault. Frontline electronic jamming routinely snaps radio controls, causing basic drones to lose course and crash. To counter that interference, Ukrainian interviewees report that automated guidance can dramatically improve strike success rates under heavy jamming. That operational pressure triggered an urgent initiative in September 2026, when Britain opened access to a Ukrainian sensor archive of over 6 million detected objects for up to 12 defense firms to train machine-learning models. As Victory Drones co-founder Maria Berlinska observed, "Whoever is faster is more likely to stay alive." Before we see how software tries to replace those severed links, we turn back to where the myth of the first drone war actually began.
Waving at a Drone
The idea that combat drones suddenly appeared in the skies over Ukraine overlooks a century of military experimentation. Uncrewed flight began as early as World War I with radio-controlled airplanes, but its first dramatic operational milestone came in the 1991 Persian Gulf War. During that conflict, the victorious commanding general, Norman Schwarzkopf, declared, "I couldn't have done it all without the computers." While the U.S. flew only a handful of robotic systems, one U.S. Navy Pioneer reconnaissance drone famously circled over besieged Iraqi soldiers who chose surrender over waiting for battleship artillery shells. In the first documented surrender of human troops to an uncrewed system, they gave up by waving white garments at the circling lens. By the early 2000s, armed MQ-1 Predator drones were flying extensive strike and intelligence missions across Iraq and Afghanistan.
The operational bridge to modern drone warfare arrived in the Caucasus. In the 2016 Four-Day War between Azerbaijan and Armenia, loitering munitions were deployed in interstate combat to strike targets, including a bus carrying Armenian volunteers. Four years later, between late September and November 2020, the 44-day Second Nagorno-Karabakh War demonstrated the full power of drones integrated directly with artillery. Azerbaijani forces used Turkish Bayraktar TB2 drones and Israeli Harop loitering munitions to systematically dismantle Armenian air defenses and armored positions. Yet even then, technology did not supplant traditional soldiers. Heavy fog grounded aerial surveillance during the decisive battle for Shusha; Azerbaijani special forces had to scale rugged cliffs and clear city blocks in an old-fashioned infantry assault to take the town.
What changed in Ukraine was not the invention of combat drones, but their industrial scale. Ukrainian production of First-Person View quadcopters surged from roughly 5,000 units in 2022 to 4.5 million by 2025. Across the front line, forces field hundreds of uncrewed aircraft types, burning through massive stocks of munitions every month alongside thousands lost to electronic jamming and enemy fire.
Yet this torrent of uncrewed aircraft has not rendered classic warfare obsolete. Drones serve as vital reconnaissance and precision strike tools, but conventional artillery remains dominant in offensive support and still accounts for the majority of battlefield casualties. Uncrewed systems augment combined-arms combat alongside armored vehicles and infantry rather than replacing soldiers on the ground. To understand what happens when uncrewed weapons saturate the front lines, we have to look inside the modern trench.
Inside the Twenty-Five Kilometers
The seductive vision of future warfare is that machines will simply fight machines, neatly excising human flesh from the battlefield. Defense analyst Paul Scharre flatly rejects that picture, arguing that more capable autonomous systems will never produce bloodless wars where robots clash while humans sit safely on the sidelines. As defense strategist Boaz Golany observes, the realistic question is not whether robots will replace soldiers, but how soldiers and intelligent machines will fight together, redesigning military forces around that partnership.
Far from sparing soldiers, the saturation of uncrewed systems has made the modern front line vastly more lethal. Ukraine’s Unmanned Systems Forces commander described a kill zone roughly 25 kilometers deep on each side of the line where drone swarms make open movement nearly suicidal, with other defense assessments placing the widening belt at 15 to 20 kilometers. Military analyst Nasereddine observed that with dense loitering munitions overhead, the fortified trench effectively becomes a mass grave. Modern War Institute analysts report that continuous aerial surveillance strips away every sense of sanctuary, inducing a debilitating anticipatory anxiety where even the mere sound of a passing quadcopter sparks terror among defending troops who can no longer find a moment of respite.
That violence does not stop at the edge of the trench. Civilian infrastructure is increasingly swept into the strike zone, alongside intelligence warnings that civilian infrastructure could face cyber attacks intended to disrupt daily life and weaken public support. On September 17, 2026, prosecutors reported a Russian first-person-view drone struck and killed a civilian near a public transport stop northeast of Kharkiv City. Farther south in Zaporizhzhia, an Al Jazeera summary reported that an AI-enabled drone strike killed a woman at a gas station on July 6, while a Seattle Times summary reported three civilian deaths in the same strike. Whether that weapon made its terminal attack autonomously or was steered by a human operator remains officially unresolved after a United Nations official stated she lacked sufficient information to confirm the details, underscoring how modern combat blurs the boundary between combatants and civilians.
That dynamic was thrown into sharp relief in December 2024 near Lyptsi, when Ukrainian forces launched an assault using dozens of ground robots and strike quadcopters without sending forward a single infantry soldier. It echoes what we saw earlier in 1991, with besieged soldiers waving white garments at a circling Pioneer drone. Near Kharkiv, analysts described Russian soldiers surrendering directly to unmanned ground vehicles. A captured Russian soldier from Lyptsi warned comrades on video: 'Only drones... Guys, don’t come. It’s a drone war.' Yet analysts note those robots were still remotely operated, and military practitioners stress that the human soldier remains decisive: uncrewed vehicles can suppress and destroy, but only soldiers on the ground can adapt to chaotic terrain, exercise moral judgment, and hold physical ground. The battlefield is not bloodless, but what happens to the people operating the weapons when killing is mediated entirely through a display?
The Blip and the Black Box
When violence is mediated through a digital display, the immediate moral landscape shifts. Years ago, Army chaplain D. Keith Shurtleff warned that if soldiers see the enemy not as people but as "blips on a screen," war risks losing the visceral deterrence that horror normally creates. An Air Force lieutenant colonel who commanded Predator operations observed that virtual settings could easily tempt operators to act like gods from afar, casually ordering who lives or dies while forgetting real people sit on the receiving end. Pope Francis similarly cautioned that carrying out strikes without direct human physical presence has lessened the perceived devastation of weapons and weakened the burden of responsibility. As analysts James Mingus and Maggie Harris observed, video-game-style interfaces inherently risk distancing operators from the tangible carnage of their decisions.
Yet the actual psychological reality of remote warfare remains far less clear-cut. Operational reviews and battlefield studies from recent conflicts contain no empirical medical data or clinical records establishing operator trauma, moral injury, or post-traumatic stress disorder. Proponents of uncrewed systems argue that physical separation offers distinct tactical and ethical advantages. Defense analyst Peter W. Singer noted that superior optics and live sensor feeds can enable cooler, more deliberate targeting than high-stress cockpit flight, potentially reducing errors and unintended civilian casualties. Furthermore, as Major Kenneth Rose and military robotics analysts point out, automated systems remove human panic, exhaustion, and adrenaline—emotional distortions that historically trigger battlefield atrocities.
The deeper crisis emerges when software steps beyond remote steering into autonomous targeting. Under international humanitarian law, attackers must make context-dependent judgments to distinguish combatants from civilians and weigh proportionality. Laurent Gisel of the International Committee of the Red Cross pointed out that autonomous systems complicate these duties because operators cannot know exactly who will be struck, or where and when violence will occur. As Human Rights Watch and legal scholars caution, deep-learning models function as opaque black boxes whose internal reasoning resists inspection. If a defective target-recognition algorithm mistakenly hits a crowded shelter, it remains legally unanswerable whether criminal culpability falls on the drone pilot, the software programmer, the manufacturer, or the military commander.
That accountability void has spurred intense diplomatic resistance. At least 129 nations have formally demanded an urgent, legally binding treaty to guarantee meaningful human control over autonomous weapons systems and prevent untraceable machine-driven atrocities. The United Nations General Assembly has repeatedly endorsed resolutions addressing these concerns, while existing Pentagon directives mandate appropriate human judgment over lethal force. Beyond the screen and the legal black box lies a bigger strategic question: does removing soldier risk make political leaders more willing to start wars?
The Operating System for War
When physical peril vanishes from the front line, the threshold for ordering lethal force begins to drift. In October 2016, Barack Obama warned that remote capabilities create the capacity to "carry on perpetual wars all over the world, and a lot of them covert, without any accountability or democratic debate." Advocacy group PAX for Peace similarly argues that shielding ground troops from danger insulates political leaders from domestic scrutiny. Defense strategist Boaz Golany points out that autonomous systems allow governments to sustain military actions without bearing the domestic cost of mounting casualties, while researchers warn that lower entry costs between peer adversaries invite brushfire skirmishes that can spiral into wider war. Compounding that risk, a National Intelligence Council strategic assessment cautions that long-range precision arsenals and the fear of losing advanced weapons could pressure leaders to strike first during a tense standoff.
Those developing these platforms see the calculation differently. On September 25, 2026, U.K. Defence Secretary Wes Streeting stated that opening Ukraine's sensor database to British industry is aimed at "pushing the frontier of defence innovation, deterring our enemies and making us safer at home as well as further strengthening Ukraine." A 2018 U.S. government white paper asserted that automated targeting functions improve accuracy, striking military objectives with less risk of collateral damage or civilian harm. Legal analyst Nathan Wood has argued that autonomous precision weapons can, in specific scenarios, prove morally and legally superior to unguided conventional barrages. Furthermore, military analyst Joël Postma observes that affordable uncrewed platforms strip large powers of uncontested air dominance, providing smaller states with a vital defensive shield.
Whatever the strategic doctrine, the tactical reality has already migrated into code. In Ukraine, the Delta combat platform—which began in 2016 as a volunteer digital map in Donbas—processes tens of terabytes of drone, radar, acoustic, and text streams every day. As defense tech analysts note, the true locus of lethal decision-making is no longer the machine that flies, but the software directing it. Danylo Tsvok, head of Ukraine's Defense AI Center A1, described this ambition directly: "Essentially, we are building an operating system for warfighting." Across the line, Russia fielded the V2U uncrewed aircraft in early 2025, deploying onboard vision processing designed to pick and engage targets without human intervention, compressing the kill chain to algorithmic speed.
Which brings us straight back to Commander Yurii Fedorenko's warning that communications are the foundation. When jamming cuts the cord, engineers try to substitute automated code for human control. Yet future warfare will not be a bloodless tournament between machines. Cutting human control away from lethal force cannot strip war of its human toll: uncrewed systems lower the political barrier to violence, but they still drop their munitions on human infantry, power grids, and towns. Machines cannot hold terrain, nor can they replace the soldiers who endure and adapt under chaotic conditions. As the International Committee of the Red Cross observed, only humans possess the moral agency to guide decisions to kill. However intelligent the guidance becomes, the cost of war remains carried entirely by human beings.
Timeline
During the Persian Gulf War, Iraqi soldiers waved white bed sheets and undershirts to surrender directly to a U.S. Navy Pioneer reconnaissance drone.
Read more: brookings.eduAzerbaijan integrated Bayraktar TB2 drones and Harop loitering munitions with conventional artillery before infantry assaults captured Shusha, ending the 44-day war.
Russia introduced the V2U uncrewed aerial vehicle variant equipped with onboard computer vision and artificial intelligence designed to engage targets without operator intervention.
Read more: salon.com, hudson.orgA reported AI-enabled Russian drone strike hit a gas station in Zaporizhzhia, killing civilians and sparking debate over machine-driven targeting versus human authorization.
Read more: centralintelligence.co, transcripts.un.orgUK-Ukraine Defense AI Partnership Established
Britain and Ukraine finalized a defense partnership providing U.K. companies access to over 6 million annotated Ukrainian battlefield video detections to train autonomous drone models.
Read more: unn.ua, kyivindependent.com, gov.uk
In this story
- Category
Connections
- Frontline FPV drones in Ukraine are increasingly incorporating terminal AI and autonomous navigation to bypass electronic jamming, edging closer toward fully autonomous weapons.
- Yurii Fedorenko commands the 429th Separate Unmanned Systems Brigade and warned that strike crews depend fundamentally on stable communications links like Starlink.
- Paul Scharre argues that advancing autonomy in military systems will never produce bloodless wars where robots fight while humans remain safe.
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