The wars of the future will not be fought on the battlefield or at sea. They will be fought in space, or possibly on top of a very tall mountain. In either case, most of the actual fighting will be done by small robots. And as you go forth today remember always your duty is clear: To build and maintain those robots.
States don’t concede wars because of equipment losses—they concede when the cost in lives becomes an existential threat to the ruling regimes. Drones fighting drones means nothing to governments unless there are human lives at stake when the drones break through.
Perhaps instead we could just restructure our epistemically confabulated reality in a way that doesn’t inevitably lead to unnecessary conflict due to diverging models that haven’t grown the necessary priors to peacefully allow comprehension and the ability exist simultaneously.
breath
We are finally coming to comprehend how our brains work, and how intelligent systems generally work at any scale, in any ecosystem. Subconsciously enacted social systems included.
We’re seeing developments that make me extremely optimistic, even if everything else is currently on fire. We just need a few more years without self focused turds blowing up the world.
PRECISION-GUIDED weapons first appeared in their modern form on the battlefield in Vietnam a little over 50 years ago. As armed forces have strived ever since for accuracy and destructiveness, the cost of such weapons has soared. America’s gps-guided artillery shells cost $100,000 a time. Because smart weapons are expensive, they are scarce. That is why European countries ran out of them in Libya in 2011. Israel, more eager to conserve its stockpiles than avoid collateral damage, has rained dumb bombs on Gaza. What, though, if you could combine precision and abundance?
For the first time in the history of warfare that question is being answered on the battlefields of Ukraine. Our report this week shows how first-person view (FPV) drones are mushrooming along the front lines. They are small, cheap, explosives-laden aircraft adapted from consumer models, and they are making a soldier’s life even more dangerous. These drones slip into tank turrets or dugouts. They loiter and pursue their quarry before going for the kill. They are inflicting a heavy toll on infantry and armour.
The war is also making FPV drones and their maritime cousins ubiquitous. January saw 3,000 verified FPV drone strikes. This week Volodymyr Zelensky, Ukraine’s president, created the Unmanned Systems Force, dedicated to drone warfare. In 2024 Ukraine is on track to build 1m-2m drones. Astonishingly, that will match Ukraine’s reduced consumption of shells (which is down because Republicans in Congress are shamefully denying Ukraine the supplies it needs).
The drone is not a wonder weapon—no such thing exists. It matters because it embodies big trends in war: a shift towards small, cheap and disposable weapons; the increasing use of consumer technology; and the drift towards autonomy in battle. Because of these trends, drone technology will spread rapidly from armies to militias, terrorists and criminals. And it will improve not at the budget-cycle pace of the military-industrial complex, but with the break-things urgency of consumer electronics.
Basic FPV drones are revolutionarily simple. The descendants of racing quadcopters, built from off-the-shelf components, they can cost as little as several hundred dollars. FPV drones tend to have short ranges, carry small payloads and struggle in bad weather. For those reasons they will not (yet) replace artillery. But they can still do a lot of damage. In one week last autumn Ukrainian drones helped destroy 75 Russian tanks and 101 big guns, among much else. Russia has its own fpv drones, though they tend to target dugouts, trenches and soldiers. Drones help explain why both sides find it so hard to mount offensives.
The exponential growth in the number of Russian and Ukrainian drones points to a second trend. They are inspired by and adapted from widely available consumer technology. Not only in Ukraine but also in Myanmar, where rebels have routed government forces in recent days, volunteers can use 3D printers to make key components and assemble airframes in small workshops. Unfortunately, criminal groups and terrorists are unlikely to be far behind the militias.
This reflects a broad democratisation of precision weapons. In Yemen the Houthi rebel group has used cheap Iranian guidance kits to build anti-ship missiles that are posing a deadly threat to commercial vessels in the Red Sea. Iran itself has shown how an assortment of long-range strike drones and ballistic missiles can have a geopolitical effect that far outweighs their cost. Even if the kit needed to overcome anti-drone jamming greatly raises the cost of the weapons, as some predict, they will still count as transformationally cheap.
The reason goes back to consumer electronics, which propel innovation at a blistering pace as capabilities accumulate in every product cycle. That poses problems of ethics as well as obsolescence. There will not always be time to subject novel weapons to the testing that Western countries aim for in peacetime and that is required by the Geneva Conventions.
Innovation also leads to the last trend, autonomy. Today, fpv drone use is limited by the supply of skilled pilots and by the effects of jamming, which can sever the connection between a drone and its operator. To overcome these problems, Russia and Ukraine are experimenting with autonomous navigation and target recognition. Artificial intelligence has been available in consumer drones for years and is improving rapidly.
A degree of autonomy has existed on high-end munitions for years and on cruise missiles for decades. The novelty is that cheap microchips and software will let intelligence sit inside millions of low-end munitions that are saturating the battlefield. The side that masters autonomy at scale in Ukraine first could enjoy a temporary but decisive advantage in firepower—a necessary condition for any breakthrough.
Western countries have been slow to absorb these lessons. Simple and cheap weapons will not replace big, high-end platforms, but they will complement them. The Pentagon is belatedly embarking on Replicator, an initiative to build thousands of low-cost drones and munitions able to take on China’s enormous forces. Europe is even further behind. Its ministers and generals increasingly believe that they could face another major European war by the end of the decade. If so, investment in low-end drones needs to grow urgently. Moreover, ubiquitous drones will require ubiquitous defences—not just on battlefields but also in cities at peace.
Kalashnikovs in the skies
Intelligent drones will also raise questions about how armies wage war and whether humans can control the battlefield. As drones multiply, self-co-ordinating swarms will become possible. Humans will struggle to monitor and understand their engagements, let alone authorise them.
America and its allies must prepare for a world in which rapidly improving military capabilities spread more quickly and more widely. As the skies over Ukraine fill with expendable weapons that marry precision and firepower, they serve as a warning. Mass-produced hunter-killer aircraft are already reshaping the balance between humans and technology in war. ■
If I had to guess, the government has had this tech since at least the early 2000s. The CIA has been doing shady ass shit since their inception, and shit like that is probably only the tip of the iceberg of what they currently have. Though they’re probably using something closer to grenades than in that film, as 1 drone to 1 kill probably isn’t enough.
That short film is one of only a few that has stuck with me.
Drones currently outpace their countermeasurs. This will definitely not be a thing forever. I think the effectiveness of cheap drones will go down as be countermeasures are invented.
We already see new very effective military drone jammers starting to come out
The only reliable counter to a drone is likely another drone.
I suspect Peter F Hamilton got it close, in the Confederation series, with WASPs. They are space based weapon platforms. They carry a mix of offensive and defensive subsystems, and operate with swarm logic.
I could easily see a larger drone carrying a swarm of 1 shot micro drones. When close, some would be sacrificed to get better sensor data, others would go on the attack. Conversely, a defensive target would launch their own swarm. It’s goal would be to stop the attackers getting a good shot on a high value target. It might also counterattack, either against the mother ship drone, or backtracking to find the launch site.
Jamming would also be part of this. A jammer could easily cut off the swarm from external data sources. Live satellite or remote surveillance systems would be cut. Point to point lasers are far harder, as are burst transmissions. Local sensor drones could easily punch short range data back, or paint targets, until they are destroyed by defensive systems.
There are in fact a huge number of reliable counters to drones, including but not limited to anti-aircraft gun systems, anti-aircraft lasers, RF jamming devices (especially effective against cheap/makeshift drones), and several more.
Drones are currently an emergent threat without a robust countermeasure scheme, but given their massive role in the Ukraine war that is not going to go unaddressed for long. From a purely mechanical standpoint, small drone munitions are also physically very vulnerable, making them readily destroyed by anti-air autocannon fire or even laser weapons if you assume RF jamming will not solve the problem.
It’s worth noting we are at the start of an arms race. It will iterate all over the place.
For example, smoke and chaff deploying drones would make defensive fire harder. Anti air can be either baited (and so depleted) or rushed. Lasers can be shielded against, at least for a time. Jamming can be countered with line of site communications.
In turn, each of these can be countered.
A key thing of note is that your solutions are heavy. Fine for defending a static target, but problematic when dealing with defending a mobile unit etc infantry of transports. In those situations an extremely rapid, focused highly dynamic response would be required. The obvious way to deploy those fast enough is to have them automated and airborne, aka a drone swarm.
I might be completely wrong, current drone warfare is akin to the invention of the smoothbore musket. How it will develop remains to be seen (for better or for worse).
Anti-air guns are the countermeasure. RADAR good enough to detect drones + an aimbot and programmable air-burst round to “shotgun” your pellets to damage those soft plastic bits.
We’re going back to WW2 tech. AA guns were considered obsolete because Helicopters + Missiles had more range. But now we need to build cheaper AA Guns for the anti-drone role.
AA Guns are also useful vs infantry, so in an infantry vs infantry fight, having an AA Gun platform will be useful even without any drones around. Airburst and rapid fire is always useful, and I expect the computers that make RADAR possible will be far cheaper today than decades past.
It’s one thing detecting a person with machine learning in a test and an actual soldier with camouflage in a very imperfect environment. Also good luck telling friend from foe from civilian.
This has all sorts of problems while making the whole system more complicated and prone to issues. Not the mention moral questions of autonomous weapons. I have no doubt it will happen but not yet, not here.
A combination of GPS, or even inertial based guidance to get them to the target area and then some simple vehicle / object identification, I’d think those are possible.
GPS is useful, but not required for operation. Inertial guidance, and ground tracking cameras can easily maintain a good position sense, while completely RF passive. This is also already normal on many toy drones.
You would also want to jam it over a large area. That jamming is akin to a “kick me” sign, in neon lights.
Edit, apparently I’m an idiot and my ability to tell truth from fiction is a lot worse than I thought.
In my defence however, all the parts are completely viable. I also saw it mixed in with Boston dynamics videos.
I’ll leave the original comment for context of my folly.
The US already has them.
There are single shot drones, designed to be deployed into a building, or cave system. They then use cameras etc to navigate, while running face recognition. When they find their target, they fly just in front of it. The shaped C4 charge is designed to reduce their head to red mist, while not risking those close by.
AI + cheap drones will completely change warfare. Probably on the same level as the tank, or machine gun.
Tracking a moving object in realtime with video is a standard task for a machine learning engineer. You can do it on an embedded platform with ML hardware support. I don’t know what hardware newer Lancets use but they can already do it according from developer reports from Telegram channels like e.g Разработчик БПЛА.
Honestly, I was just objecting to the use of “AI”. We’ve had both fire and forget and loitering munitions for decades now, neither of which use ML. Will it happen? Sure. For now, ML/AI is too unreliable to be trusted in a deployed direct attack platform, and we dont have computing hardware powerful enough to run ML models that we can jam in a missile.
(Though yeah we run tons of models against drone data feeds, none of those are done onboard…)
The point of modern deep learning approaches is that they’re extremely easy on the developer skill. Decades ago realtime machine vision needed a machine vision expert, these days you throw the hardware at the problem at learning stage, and embedded devices to run the results are stupidly powerful (doesn’t even take a Jetson board), if you compare to what has been available even a decade ago.
Jammers only work against remote controlled drones. Autonomous ones have no such issue. And jammers are never a problem against civilians, which tech like this will eventually be used on.
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The wars of the future will not be fought on the battlefield or at sea. They will be fought in space, or possibly on top of a very tall mountain. In either case, most of the actual fighting will be done by small robots. And as you go forth today remember always your duty is clear: To build and maintain those robots.
States don’t concede wars because of equipment losses—they concede when the cost in lives becomes an existential threat to the ruling regimes. Drones fighting drones means nothing to governments unless there are human lives at stake when the drones break through.
Perhaps instead we could just restructure our epistemically confabulated reality in a way that doesn’t inevitably lead to unnecessary conflict due to diverging models that haven’t grown the necessary priors to peacefully allow comprehension and the ability exist simultaneously.
breath
We are finally coming to comprehend how our brains work, and how intelligent systems generally work at any scale, in any ecosystem. Subconsciously enacted social systems included.
We’re seeing developments that make me extremely optimistic, even if everything else is currently on fire. We just need a few more years without self focused turds blowing up the world.
Anyone have a non paywalled or more info on the subject? All signs point towards an impending global war and I’d like to be as prepared as possible.
This is similar but not paywalled either.
PRECISION-GUIDED weapons first appeared in their modern form on the battlefield in Vietnam a little over 50 years ago. As armed forces have strived ever since for accuracy and destructiveness, the cost of such weapons has soared. America’s gps-guided artillery shells cost $100,000 a time. Because smart weapons are expensive, they are scarce. That is why European countries ran out of them in Libya in 2011. Israel, more eager to conserve its stockpiles than avoid collateral damage, has rained dumb bombs on Gaza. What, though, if you could combine precision and abundance?
For the first time in the history of warfare that question is being answered on the battlefields of Ukraine. Our report this week shows how first-person view (FPV) drones are mushrooming along the front lines. They are small, cheap, explosives-laden aircraft adapted from consumer models, and they are making a soldier’s life even more dangerous. These drones slip into tank turrets or dugouts. They loiter and pursue their quarry before going for the kill. They are inflicting a heavy toll on infantry and armour.
The war is also making FPV drones and their maritime cousins ubiquitous. January saw 3,000 verified FPV drone strikes. This week Volodymyr Zelensky, Ukraine’s president, created the Unmanned Systems Force, dedicated to drone warfare. In 2024 Ukraine is on track to build 1m-2m drones. Astonishingly, that will match Ukraine’s reduced consumption of shells (which is down because Republicans in Congress are shamefully denying Ukraine the supplies it needs).
The drone is not a wonder weapon—no such thing exists. It matters because it embodies big trends in war: a shift towards small, cheap and disposable weapons; the increasing use of consumer technology; and the drift towards autonomy in battle. Because of these trends, drone technology will spread rapidly from armies to militias, terrorists and criminals. And it will improve not at the budget-cycle pace of the military-industrial complex, but with the break-things urgency of consumer electronics.
Basic FPV drones are revolutionarily simple. The descendants of racing quadcopters, built from off-the-shelf components, they can cost as little as several hundred dollars. FPV drones tend to have short ranges, carry small payloads and struggle in bad weather. For those reasons they will not (yet) replace artillery. But they can still do a lot of damage. In one week last autumn Ukrainian drones helped destroy 75 Russian tanks and 101 big guns, among much else. Russia has its own fpv drones, though they tend to target dugouts, trenches and soldiers. Drones help explain why both sides find it so hard to mount offensives.
The exponential growth in the number of Russian and Ukrainian drones points to a second trend. They are inspired by and adapted from widely available consumer technology. Not only in Ukraine but also in Myanmar, where rebels have routed government forces in recent days, volunteers can use 3D printers to make key components and assemble airframes in small workshops. Unfortunately, criminal groups and terrorists are unlikely to be far behind the militias.
This reflects a broad democratisation of precision weapons. In Yemen the Houthi rebel group has used cheap Iranian guidance kits to build anti-ship missiles that are posing a deadly threat to commercial vessels in the Red Sea. Iran itself has shown how an assortment of long-range strike drones and ballistic missiles can have a geopolitical effect that far outweighs their cost. Even if the kit needed to overcome anti-drone jamming greatly raises the cost of the weapons, as some predict, they will still count as transformationally cheap.
The reason goes back to consumer electronics, which propel innovation at a blistering pace as capabilities accumulate in every product cycle. That poses problems of ethics as well as obsolescence. There will not always be time to subject novel weapons to the testing that Western countries aim for in peacetime and that is required by the Geneva Conventions.
Innovation also leads to the last trend, autonomy. Today, fpv drone use is limited by the supply of skilled pilots and by the effects of jamming, which can sever the connection between a drone and its operator. To overcome these problems, Russia and Ukraine are experimenting with autonomous navigation and target recognition. Artificial intelligence has been available in consumer drones for years and is improving rapidly.
A degree of autonomy has existed on high-end munitions for years and on cruise missiles for decades. The novelty is that cheap microchips and software will let intelligence sit inside millions of low-end munitions that are saturating the battlefield. The side that masters autonomy at scale in Ukraine first could enjoy a temporary but decisive advantage in firepower—a necessary condition for any breakthrough.
Western countries have been slow to absorb these lessons. Simple and cheap weapons will not replace big, high-end platforms, but they will complement them. The Pentagon is belatedly embarking on Replicator, an initiative to build thousands of low-cost drones and munitions able to take on China’s enormous forces. Europe is even further behind. Its ministers and generals increasingly believe that they could face another major European war by the end of the decade. If so, investment in low-end drones needs to grow urgently. Moreover, ubiquitous drones will require ubiquitous defences—not just on battlefields but also in cities at peace. Kalashnikovs in the skies
Intelligent drones will also raise questions about how armies wage war and whether humans can control the battlefield. As drones multiply, self-co-ordinating swarms will become possible. Humans will struggle to monitor and understand their engagements, let alone authorise them.
America and its allies must prepare for a world in which rapidly improving military capabilities spread more quickly and more widely. As the skies over Ukraine fill with expendable weapons that marry precision and firepower, they serve as a warning. Mass-produced hunter-killer aircraft are already reshaping the balance between humans and technology in war. ■
There are consequences to such design.
If I had to guess, the government has had this tech since at least the early 2000s. The CIA has been doing shady ass shit since their inception, and shit like that is probably only the tip of the iceberg of what they currently have. Though they’re probably using something closer to grenades than in that film, as 1 drone to 1 kill probably isn’t enough.
That short film is one of only a few that has stuck with me.
Drones currently outpace their countermeasurs. This will definitely not be a thing forever. I think the effectiveness of cheap drones will go down as be countermeasures are invented.
We already see new very effective military drone jammers starting to come out
The only reliable counter to a drone is likely another drone.
I suspect Peter F Hamilton got it close, in the Confederation series, with WASPs. They are space based weapon platforms. They carry a mix of offensive and defensive subsystems, and operate with swarm logic.
I could easily see a larger drone carrying a swarm of 1 shot micro drones. When close, some would be sacrificed to get better sensor data, others would go on the attack. Conversely, a defensive target would launch their own swarm. It’s goal would be to stop the attackers getting a good shot on a high value target. It might also counterattack, either against the mother ship drone, or backtracking to find the launch site.
Jamming would also be part of this. A jammer could easily cut off the swarm from external data sources. Live satellite or remote surveillance systems would be cut. Point to point lasers are far harder, as are burst transmissions. Local sensor drones could easily punch short range data back, or paint targets, until they are destroyed by defensive systems.
There are in fact a huge number of reliable counters to drones, including but not limited to anti-aircraft gun systems, anti-aircraft lasers, RF jamming devices (especially effective against cheap/makeshift drones), and several more. Drones are currently an emergent threat without a robust countermeasure scheme, but given their massive role in the Ukraine war that is not going to go unaddressed for long. From a purely mechanical standpoint, small drone munitions are also physically very vulnerable, making them readily destroyed by anti-air autocannon fire or even laser weapons if you assume RF jamming will not solve the problem.
It’s worth noting we are at the start of an arms race. It will iterate all over the place.
For example, smoke and chaff deploying drones would make defensive fire harder. Anti air can be either baited (and so depleted) or rushed. Lasers can be shielded against, at least for a time. Jamming can be countered with line of site communications.
In turn, each of these can be countered.
A key thing of note is that your solutions are heavy. Fine for defending a static target, but problematic when dealing with defending a mobile unit etc infantry of transports. In those situations an extremely rapid, focused highly dynamic response would be required. The obvious way to deploy those fast enough is to have them automated and airborne, aka a drone swarm.
I might be completely wrong, current drone warfare is akin to the invention of the smoothbore musket. How it will develop remains to be seen (for better or for worse).
removed by mod
https://www.youtube.com/watch?v=rr7ym1zkda8
Anti-air guns are the countermeasure. RADAR good enough to detect drones + an aimbot and programmable air-burst round to “shotgun” your pellets to damage those soft plastic bits.
We’re going back to WW2 tech. AA guns were considered obsolete because Helicopters + Missiles had more range. But now we need to build cheaper AA Guns for the anti-drone role.
AA Guns are also useful vs infantry, so in an infantry vs infantry fight, having an AA Gun platform will be useful even without any drones around. Airburst and rapid fire is always useful, and I expect the computers that make RADAR possible will be far cheaper today than decades past.
Onboard AI guidance is not difficult.
I will be very suprised if this isn’t already happening.
It’s one thing detecting a person with machine learning in a test and an actual soldier with camouflage in a very imperfect environment. Also good luck telling friend from foe from civilian.
This has all sorts of problems while making the whole system more complicated and prone to issues. Not the mention moral questions of autonomous weapons. I have no doubt it will happen but not yet, not here.
I know it already does, at least in newer Lancets. Expect this in fpv type devices soon.
You can’t be serious.
A combination of GPS, or even inertial based guidance to get them to the target area and then some simple vehicle / object identification, I’d think those are possible.
GPS is usually the first thing to be jammed in the battlefield.
GPS is useful, but not required for operation. Inertial guidance, and ground tracking cameras can easily maintain a good position sense, while completely RF passive. This is also already normal on many toy drones.
You would also want to jam it over a large area. That jamming is akin to a “kick me” sign, in neon lights.
Edit, apparently I’m an idiot and my ability to tell truth from fiction is a lot worse than I thought.
In my defence however, all the parts are completely viable. I also saw it mixed in with Boston dynamics videos.
I’ll leave the original comment for context of my folly.
The US already has them.
There are single shot drones, designed to be deployed into a building, or cave system. They then use cameras etc to navigate, while running face recognition. When they find their target, they fly just in front of it. The shaped C4 charge is designed to reduce their head to red mist, while not risking those close by.
AI + cheap drones will completely change warfare. Probably on the same level as the tank, or machine gun.
Tracking a moving object in realtime with video is a standard task for a machine learning engineer. You can do it on an embedded platform with ML hardware support. I don’t know what hardware newer Lancets use but they can already do it according from developer reports from Telegram channels like e.g Разработчик БПЛА.
Honestly, I was just objecting to the use of “AI”. We’ve had both fire and forget and loitering munitions for decades now, neither of which use ML. Will it happen? Sure. For now, ML/AI is too unreliable to be trusted in a deployed direct attack platform, and we dont have computing hardware powerful enough to run ML models that we can jam in a missile.
(Though yeah we run tons of models against drone data feeds, none of those are done onboard…)
The point of modern deep learning approaches is that they’re extremely easy on the developer skill. Decades ago realtime machine vision needed a machine vision expert, these days you throw the hardware at the problem at learning stage, and embedded devices to run the results are stupidly powerful (doesn’t even take a Jetson board), if you compare to what has been available even a decade ago.
Jammers only work against remote controlled drones. Autonomous ones have no such issue. And jammers are never a problem against civilians, which tech like this will eventually be used on.
That’s only one example
Better brush up on my e-sports skillz, then.
removed by mod
Can we please just fight all of our wars on the moon with giant robots like God intended?