Kill Chain in Minutes

Author: Дністер
Published: 2026-05-23T10:00:00.000Z
Language: en
URL: https://neurodrift.org/en/blog/kill-chain-za-khvylyny/
Original (Ukrainian): https://neurodrift.org/blog/kill-chain-za-khvylyny/
Tags: war, technology, surveillance, drones

For two hundred years we were promised that technology would dissolve the fog of war. We compressed the sensor-to-shot chain from days to minutes and made the earth transparent. And then it turned out: the fog didn't vanish. It simply relocated — from the sensor into the head of whoever has to decide. On the kill chain in numbers, the general drowning in data, a map the size of an empire — and why clarity became a new form of blindness.

-----
From the series "The New Logic of War." The fog of war did not lift — it rose one level higher.

I. Minutes instead of days

There was a time when days passed between the moment reconnaissance spotted a target and the moment something arrived on top of it. The scout plane returned to base, the film was developed, analysts pored over it with a loupe, drafted a report, carried it up the chain, a decision was made at the top, the decision came back down, the guns were laid. In that span the target had time to eat breakfast, move, and forget it had ever been seen.

Today this chain folds into minutes, and in places into seconds. A drone sees the target and transmits the coordinates in real time. The coordinates drop into a system that already knows which firing unit is nearest and available. The command goes down almost instantly. While the person on the other side is sipping coffee, something is already on its way to them. What used to be a marathon of bureaucracy has become a reflex.

War has stopped being a struggle to see the enemy. It has become a struggle not to be seen. Because everything that is seen is already almost dead.

This is what's called the kill chain: detect, identify, decide, strike, assess the result. The entire history of military technology over the last century is the history of shortening this chain. And we've reached the point where it has become almost instantaneous. You'd think the dream had come true: the fog of war that Clausewitz wrote about ought to have lifted. This text is about why it didn't lift but only changed its address.

II. What the fog of war is and why everyone wanted it dead

Carl von Clausewitz, a Prussian officer who saw the Napoleonic wars from the inside, introduced two concepts without which no serious conversation about war can do. The fog (Nebel) is uncertainty: you never know exactly where the enemy is, how many of them there are, what they're planning. And friction (Friktion) is what makes even a simple plan hard to pull off: orders get lost, columns get tangled, the weather ruins everything.

For two hundred years the fog was the commander's chief enemy — worse than the enemy army itself. Most defeats happened not because someone had fewer soldiers, but because someone couldn't see the picture. Ambushes, flanking moves, surprise blows — all of them fed on the fog. So it's no wonder that the entire military engineering of the twentieth century was, in essence, one long crusade against the fog: radar, aerial photoreconnaissance, interception, spy satellites, drones. Every generation of hardware promised one thing — we will finally see everything. And in the 2020s it almost happened.

III. The three layers that made the earth transparent

The transparency of the modern battlefield rests on three technological layers that only finally converged in the last decade. The numbers below are orders of magnitude from open sources, not exact specifications.

From above — space. Commercial satellite companies took reconnaissance out from under the classification stamp and put it on retail shelves. Imagery at resolutions on the order of 30–50 cm per pixel, once the exclusive preserve of a handful of intelligence services, can now be bought. Some operators image the entire landmass of the planet practically every day. The sky has stopped being private — it has become a subscription.

In the middle — drones. An unmanned aircraft that loiters over a sector for hours (in the larger machines, up to a dozen or two hours) gave us something that had never existed before — persistence of the gaze. Reconnaissance used to be a snapshot: take a look and fly away. Now it's continuous video. The military calls it the "tyranny of the orbit": over any point on the front, there is almost always someone hovering and watching.

From below and throughout — connectivity. Satellite internet gave units a broadband channel where there is no infrastructure at all. In Ukraine, by reported accounts, tens of thousands of such terminals were in operation. The drone feed, the coordinates, the data exchange flow in real time even from a trench. Without this layer the other two would be blind eyes with no optic nerve.

For the first time in human history the battlefield became almost fully visible. And it was precisely then that it turned out that seeing everything is not the same as understanding anything.

!A night front from above, blanketed end to end with the pinpoints of sensors and drones — a map of total surveillance.

IV. How far the chain actually compressed

To get a feel for the scale, it's worth laying the shortening of the kill chain onto a scale. The numbers are orders of magnitude, not the stopwatch timing of specific operations: the real time depends on the doctrine, the echelon, and the type of target.

EraHow they saw / struck"Sensor → shot" time (order)

World War IIaerial photo, film developing, courierdays
Vietnamphotoreconnaissance + radioa day
Persian Gulf, 1991satellite + guided bombshours
Iraq / Afghanistan, 2000sPredator/Reaper, loiteringtens of minutes
Ukraine, 2020sFPV/recon drone + satellite link + software fusionminutes — seconds

The same thing — on a single scale. It is logarithmic: each step down is not "a bit faster" but "ten times faster." Watch how the bar shrivels from nearly full (days) to a thin line (minutes).

"Sensor → shot" time, logarithmic scale (order of magnitude)
World War II · days
Vietnam · a day
Gulf 1991 · hours
Iraq/Afghan · tens of min
Ukraine · minutes

But this victory has a line on the other side of the ledger, one that's rarely printed alongside it. The shorter the chain, the thicker the stream of data that has to be chewed through to close it. And this is where the real story begins.

U.S. Air Force Lieutenant General David Deptula put it without any poetry back around 2010: "We will find ourselves in the not too distant future swimming in sensors and drowning in data."

This is not a metaphor for the sake of a fine phrase. A single loitering aircraft with wide-area optics generates so much video that no shift of analysts can keep up with watching it. Multiply that by thousands of aircraft, satellite passes, and intercepts, and you get an army that, for the first time in history, sees more than it is physically capable of comprehending. The sensor is cheap. Attention is not.

V. Dromology: war as a race of perception

The French thinker Paul Virilio spent his whole life writing about one thing, which he called dromology — the science of speed. His thesis: the history of wars is above all the history of acceleration, and power always belongs to whoever moves and perceives faster. Not the stronger — the faster. Modern war, he said, is "the logistics of perception": victory goes not to whoever has more firepower but to whoever's "saw → understood → struck" cycle is shorter.

This almost word for word repeats the idea of the American pilot John Boyd — his OODA loop: observe, orient, decide, act. Whoever spins the loop faster than the adversary imposes his own tempo on him and paralyzes his decisions. Compressing the kill chain to minutes is dromology taken to its limit: we've accelerated the cycle of perception almost to the speed of the event itself.

But Virilio added a grim footnote that lovers of speed usually skip: the faster the process, the less room there is in it for the human being. When the cycle is shorter than human reaction, the human will have to be removed from it. We'll come back to this — and it's the most important thread of the whole series.

VI. The paradox: total visibility gives birth to a new fog

And now the main point. We were promised that technology would kill the fog. Instead it did something more insidious: it moved the fog from one place to another. Before, you couldn't see the enemy — that was the fog of a shortage of information. Now you see everything at once — and that is the fog of excess.

Picture an operator with dozens of video streams in front of them, thousands of marks on the map, a ceaseless inflow of data from all three layers. Every point is potentially important, not one can be missed. And in this stream the real target dissolves not because it can't be seen, but because too much of everything else can be seen. People call it different things — information overload, alert fatigue, analytical paralysis. The substance is the same: the eye sees everything, and the brain chokes.

The fog of a shortage of information blinded by what it hid. The fog of excess blinds by showing everything at once — and all of it equally bright.

The most precise image of this came not from a military theorist but from Jorge Luis Borges, in a tiny text, "On Exactitude in Science." In a certain empire, the cartographers brought their art to perfection: they created a map the size of the empire itself, coinciding with it point for point. The map was perfect — and utterly useless, because it was impossible to use. In the end it was left to rot in the desert.

The modern battlefield is the Borgesian map, which we have nearly finished building: an image of reality as detailed as reality itself, updating in real time. And the result is the same — a map the size of the territory does not reduce uncertainty, it duplicates it. The most honest film about this is Eye in the Sky (2015): the target is identified, the drone hovers, the picture is perfect, the decision is minutes away, and the entire film is not about a shortage of information but about its excess, in which no one dares to push the button. Transparency did not simplify the choice — it made it unbearably detailed.

VII. A transparent field is a field with nowhere to hide

Transparency also has an entirely material consequence, one that changed the very fabric of battle. If everything that moves and emits is seen almost instantly, then everything that is seen can be killed quickly. And so the chief skill becomes not to advance but to disappear.

Military theorists were already speaking, at the end of the twentieth century, about the "empty battlefield" — a space on which no troops can be seen, because everything that shows itself gets destroyed. Today this is daily practice. Large concentrations of equipment have become suicide. Headquarters hide underground and disperse. Columns move at night in short bounds. Old arts that seemed archaic are coming back: camouflage, radio silence, decoys, thermal traps, dispersion.

The irony runs deep. The technology that was meant to make war faster and more decisive has made it more cautious and slower at the level of maneuver. Armies are digging into the ground again — not as in 1916 because of machine guns, but because the sky has become one continuous eye. Transparency gave neither side a victorious clarity — it gave both a mutual paralysis of movement. The fog vanished from the air and settled into tactics.

!A human eye in which a grid of surveillance streams is reflected.

VIII. Whoever holds the eye holds the war

Transparency has an owner. All three layers — the space, the air, the connectivity — are infrastructure, and it belongs to someone. Satellite imagery is sold by a company. The communications channel is provided by a company. The software that brings the streams together is someone's too. The ability to see the battlefield has become a service that can be granted, restricted, or switched off.

Hence a new and unfamiliar dependency: an army can have the best soldiers and see nothing if the owner of the eye decides to look away. An eye that does not belong to you is borrowed clarity. And anything borrowed can be taken back at the worst possible moment. This is a separate large theme of the series (see "Palantir as the Eye of Sauron"), but it's worth remembering already here.

Whoever sees the battlefield through someone else's eyes fights only as long as the owner of those eyes finds it worthwhile.

IX. The new fog — the human one

Let's return to Virilio's footnote: the faster the cycle, the less room there is in it for the human being. This is where all the lines of this text converge.

We compressed the kill chain to minutes and buried the operator in data. The human being physically cannot process the stream and keep up with the tempo. And here arises a temptation on which the future of war depends: if the human is the slowest and most overloaded link, then maybe remove them from the loop? Let the algorithm filter the streams, single out the targets, rank the threats — and, in the extreme version, decide.

This is exactly where the logic of transparency leads. The fog of excess pushes us to delegate orientation to the machine — not because we trust the machine, but because we are drowning. The new fog is not technical, it's cognitive and moral: it's the fog inside the head of a person who has been buried in clarity to the point of blindness. And the most convenient way out of it is to hand the decision to whoever doesn't get tired and doesn't blink. What that turns into when the algorithm becomes the officer is a separate conversation in the series ("The Algorithm as Officer"). For now it's enough to name the mechanism: the fog didn't vanish, it became so thick that we are ready to close our eyes and give the wheel to the autopilot.

X. Self-check: do you live in the fog of shortage or of excess

This optic works far beyond war — in any activity where there's more data than the capacity to make sense of it. A few questions to check yourself:

When you make bad decisions — is it because of a shortage of information, or because there's too much of it and you can't see the main thing?
How many signals are you physically capable of processing — and what happens to the rest? Do you filter them or ignore them at random?
Who (or what) actually does your "orient" — you, or the feed, the dashboard, the algorithm that decided for you what's important?
Whose infrastructure gives you visibility? What will happen to your "clarity" if the owner of the channel looks away?
When was the last time you consciously reduced the inflow of data in order to start seeing? Or were you only building up the streams in the hope that clarity would come on its own?

Whoever honestly answered "I'm drowning and handing my orientation to the feed" — that person lives in the new fog. And it is thicker than the old one, because it looks like light.

XI. The fog rose one level higher

For two hundred years we fought against the fog of shortage — an invisible enemy hidden by space and night. We defeated it almost entirely: the satellite, the drone, and the communications channel made the earth transparent and the kill chain instantaneous. And at the moment of victory we discovered that the fog isn't killed — it's only moved.

Now it's not below, on the field, but above — in the stream of data and in the head of whoever has to look at it. It's not a fog of absence but a fog of the presence of everything at once. No new sensor will dissolve it — on the contrary, each next one makes it thicker. And the only known way out of it is dangerous: to hand sight and judgment to the machine.

Clausewitz said that in war everything is simple, but the simplest thing comes hard — because of the fog. We built a machine that sees everything, and we're convinced the fog is defeated. In truth we only raised it one floor higher — up to where the decisions are made. And now the most important question of war is not "can you see the enemy" but "can you still see anything at all through your own clarity."

Pointers and sources

Carl von Clausewitz, On War — the concepts of fog (Nebel) and friction (Friktion).
Paul Virilio, War and Cinema: The Logistics of Perception (1984) — the concept of dromology, the power of speed and perception.
John Boyd — the OODA loop (observe–orient–decide–act); orientation as the decisive link.
Lt. Gen. David A. Deptula (USAF) — the widely cited remark (ca. 2009–2010) "swimming in sensors and drowning in data" about the excess of ISR data.
Jorge Luis Borges, "On Exactitude in Science" — the map the size of the empire as a metaphor for the excess of data.
The concepts of the "empty/transparent battlefield" and the "tyranny of the orbit" in modern ISR military theory; commercial satellite imaging (resolution on the order of 30–50 cm, near-daily coverage), loitering drones, satellite connectivity (tens of thousands of terminals) — publicly documented classes of systems in the war in Ukraine (2022–2025).
Film: Eye in the Sky (2015) — the excess of information as moral paralysis in the kill chain.

This text deals in documented classes of systems and orders of magnitude, not in specific operations or casualty figures. The details of individual strikes are deliberately not given.