A.I. and the Next Generation of Drone Warfare
newyorker.com
newyorker.com
These systems will output new plans and asset movements etc. so quickly that keeping humans in the loop will severely disable them. This will push towards greater and greater autonomy, eventually emulating life-like qualities like survival instincts.
It's a dangerous trajectory for humanity.
Terminator wasn't a how-to guide!
Imo, because most AIs are trained on real data, then augmented with simulations, im not sure how well this will work in practice.
Simple example, if it’s trained on historical data, it may try to use tanks where today tanks are not nearly as useful.
Simulations would have to be VERY good and even then could have errors subtle enough for the Ai to fail.
Finally, let’s say a country deploys this. It’s likely going to face nuclear annihilation.
I really don’t see this working, not saying we couldn’t have a devastating effect short term (ie AI launches drones on battle field), but any sufficiently successful deployment would face destruction.
Question is, will win what? Is potential human extinction worth winning?
We'd better get a move on.
In other words you could run simulated combat with pilots, and self-play vs other AI, and get a control system that works in most environments. (Maybe adverse weather and unexpected turbulence would be harder to simulate? Or maybe ot would be feasible to simulate crazy weather conditions that a human couldn’t train in.)
But if training extreme manouvres outside the envelope for large passenger or combat jets seems both highly dangerous and extremely expensive.
Like practicing to land a 747 with fires in two engines or to recover an F-35 from a flat spin.
For example no one is going from zero to jumping in an F35 which is why there are several types of training aircraft military fast-jet pilots progress through.
But now imagine this instantly controlling drone strikes for drones that are already flying, to launching missiles from drone-submarines near targets, launching laser attacks from satellites or, you know, connect it to the wrong API and launching some nukes.
The future.
Altman's cult would keep going
Perhaps Karp should consider the fact that any executive with superhuman AI will no longer need politics either. With no executive action, an attack by a foreign power is exceedingly rare. But the president losing office within 4-8 years is all but guaranteed. A system capable of navigating the complexities of a battlefield could find more action defeating political opponents and crushing all opposition.
https://youtu.be/DjUdVxJH6yI?si=7R9pWtAApymrPr3I
DARPA is testing it but the Navy already deployed it
https://www.technologyreview.com/2022/10/24/1062039/us-navy-...
Russians keep sending the Iranian Shahed drones but Ukraine seems to shoot them down quite easily. They struggle more with the more advanced weaponry.
There's of course cost/benefit, the drone may well be cheaper than the fancy rocket that shot it down.
But then there's a deluge of new anti drone weaponry so it's hard to know what that balance will look like in even 5 years time.
In Drone warfare, smaller definitely wins. I suspect we'll start seeing anti-drone drones soon enough.
Smaller drones are a perfect use case for older systems like the Zhilka -- no need for a rocket.
EW and HARMs are also a big discussion topic there.
However they are indeed a huge asset on the battle field, and they do mean that we need to rethink everything about how war is conducted.
Disclaimer: I am 100% on the side of Ukraine and will remain so no matter what happens with the war, upto and including a complete genocide of Russia.
It's kind of logical to see expensive AA systems designed to shoot down expensive planes struggling to answer swarm of cheap drones cost effectively.
But the good performance of very old systems like Gepard indicates solutions exist. For example, systems with a decent and modern radar plus a few short range low caliber and cheap AA guns will probably get designed and fielded in the near future.
And new weapon systems is not the only answer. Jamming also has proven to be effective. And even simple doctrine changes can be effective.
Drones are enjoying an happy time, but it will end and to a degree already has (tb2 is far less prevalent for example).
> “When we look to the future, we just think that this economic model doesn’t work—so we’re going to increase the mass, just the number of physical things, that we’re able to bring into the theatre.”
I mean generally speaking wouldn’t you not want your enemies to get hands on your tech? Like, with solution it’s basically like saying “come join us, let’s make a shit show of it.”
this is underselling it a bit -- armed COTS drones are being fielded by the thousands, by both sides
We care about someone getting an F-22. We don't care about someone getting a M-16. Drone swarms would probably be more like the latter.
Note: this isn’t a theoretical future, the USA has been violating sovereign countries’ airspace and taking out those it unilaterally deems a terrorist, with collateral civilian damage, and threatens the International Criminal Court to not open any investigations
"The mechanical development of weapons, transportation, and communication makes the conquest of the world technically possible, and they make it technically possible to keep the world in that conquered state. Its lack was the reason why great ancient empires, though vast, failed to complete universal conquest of their world and perpetuate the conquest. Now, however, this is possible. Technology undoes both geographic and climatic barriers. Today no technological obstacle stands in the way of a world-wide empire, as modern technology makes it possible to extend the control of mind and action to every corner of the globe regardless of geography and season."
- Hans Morgenthau
So Oceania, Eurasia, and Eastasia?
On the other hand, the defender has an advantage if the enemy also can't inhabit a particular territory. If territory is guaranteed to become a no-man's land for both sides, that reduces the incentive to invade in the first place. Therefore drone tech should function like nukes, they increase the lethality of war but decrease the desire to go to war in the first place.
A Tomahawk missile costs about $2M. A Mk 84 bomb is $16k for the "dumb" variant, and up to $35k in the JDAM version. It also has twice the payload.
An F-16 can carry 4 such bombs on one mission. Even when including the operating cost of the F-16, you can fly at least 5 missions, and drop 20 Mk 84 JDAMs for 40x payload using F-16s at the same cost as one Tomahawk.
Against targets that are well protected by enemy SAM's and fighters, the equation changes, as you correctly state. Flying F-16s direcly on top of S-400 batteries doesn't make much sense.
But then again, the S-400s themselves are not free, and if you can destroy the air defences at a cost that is lower than the purchase cost of those air defences, an air campaign is still worth it, even if it may need to be delayed until the air defences are taken care of.
I know I'm not getting the missile back, but the survivability of manned aircraft against a near-peer or peer-competitor may not that great...
Now that pilot may be reusable, but they also come with other challenges, like requiring 1/3 of an aircraft simply for pilot life support. They also get tired, sleepy, lazy, and cannot handle high Gs.
Then there is the logistic overhead of maintaining a re-used aircraft. Again, this has benefits, but for every hour of flight there are like 17 man-hours of maintenance. Plus you need mechanics, a fuel / parts / ammo / tools supply chains, runways, etc.
Before things went mostly missile based, there were concepts for cheap, automated AA guns (even autonomous) - that stuff might just make a comeback.
But, yes, something will always go through, hence the strategy of destroying production facilities etc. But if defense is cheap and only little comes through the usefulness of drones drops again.
Ukraine is destroying billions of dollars in ships, planes and submarines with drones that surely cost a fraction of this.
Fast forward to today and big warships are still a thing, for one reason or another (mostly for fighting goat herders from Central Asia who don’t have access to torpedo-launching vessels), but the idea has remained the same. Of course that the very big and the very important US Navy will never get rid of their big warships, they’d rather sink praising Mahan until the very end than changing their strategic world-view (which would also most likely imply them losing their big warships jobs).
This wiki link about the French Jeune École is a good starting read [1]
Planes however were a huge threat to ships. Manually guided AA guns simply were not able to deal with them for a time, leading to situations like you said. Screening ships were not able to deal with them nearly as effectively. Modern surface to air missiles are at a point now where its a lot more of a fair fight, but as with anything, enough planes (or enough ships for that matter) will overwhealm.
Nowadays the main "meta" of naval surface combat revolves around anti-ship missiles. Over time destroyers have crept up in size, and armour has been all but abandoned as well. These new "destroyer" ships are enormous, with Arleigh Burke as an example sized comparible to 1900 heavy armoured cruisers. This allows them to carry a lot of anti ship missiles which are enormous.
This is because a large part of the counter strategy revloves around a few things. #1 - to be effective, you need to have several missiles timed to arrive at the enemy positon at once, to overwhealm their defence systems (CIWS and the like). Each defence system has a certain time taken and probability of successfully downing an incoming missile, so ideally you want both multiple defences on each ship (covering all incoming angles) and overlapping fields of fire (to catch any that leak through each individual defensive system). This synergises very well with multiple ships in close proximity able to cover one another with their defences, but they must be arranged carefully to allow a maximum of their defensive weapons to fire at oncoming missiles without blocking each other.
Small unmanned surface combatants may change this again, but to my mind the countermeasures are similar (layered fields of defensive fire, focus on defeating large incoming swarms using multiple overalpping systems)
Vietnam and India have been eating into China's manufacturing dominance as their economy weakens and wages rises.
geopolitical situation shows that they in all probability very much will. china has been making a whole lot of enemies recently. Ten years ago it may have been different
There’s also the fact that Vietnam leaders are, for all intents and putposes, communists in name and in legitimizing ideology, I wonder how would the US sell that alliance at home (“we’ve allied with the good communists to defeat the bad communists”? who knows?)
they didn't have much motivation to keep taking casualties in a colonial war that the French drew them into. but actual treaties matter, and the US backs those.
hell, the US tried for close to 20 years in Vietnam, starting with advisors to the French in the late 1950s. and another 20 years in the AFG and Iraq. if anything they're too willing to piss away time and money on lost causes.
If you want to look to actual working solutions I think that you need to look to the Russian invasion of Ukraine and to some degree to Israel. Because those are the areas where people are actually using these technologies to take, defend and hold territory. NATO is going to get those lessons while China isn’t, not really, as a lot of the strategic usage of drones isn’t exactly available for us to see.
What I’m personally the most worried about is how easy and effective these cheap drones seem to be. Like the reaper type drones are nationstate weapons. It would be rather “easy” to get your hands on some of the drone types used on Ukraine, and then how would anyone ever really be safe? If the narko cartels get these it’ll, and they will, then how on earth are South American countries supposed to fight them? Hell, how would you stop a set of radicals in the US from using these to assassinate someone like Elon Musk?
I fear it’s going to be a very cyberpunk world.
No.
https://youtu.be/pb5_F4_Eod8?si=f8rmhs4ouaCKO0UE
Basically a cannon that fires sort of smart bullets that contain shape charge that aims at the drone as it gets close to it and detonantes. Also targets are smartly assigned so you can shoot down small swarm of drones with a short burst from the cannon.
- The Day the Earth Stood Still
The problem is that I don't know how to prevent these drones from being able to fire at humans, if the software allowed it.
Who writes this nonsense?
AI's a perfect tool for generating a lot of the paperwork because the paperwork's just MIL-STD talky words in the first place. Unfortunately, 5% of it isn't, and that's kind of a problem, because like with civil engineering it's not fault tolerant at all. This is the part that's taking a lot of work right now, just the identification of critical bits.
To do so we need a complete transparency from industry CAD and MATLAB environments all the way down to how they pack up the mechanic toolbox and what sort of staff we got. The LLM training works hand in hand with simulation, see? It writes and tests in concert. But that's a tall order because, well, an awful lot of companies don't know how to make solid models right, or what they pack into the box doesn't have anything to do with the lists in their ERP, or they send out the janitor as a Level III Tech. This "universal simulation" thing all rides with the fashionable but reified ideal of "Digital Twin", which hopefully doesn't end up providing a real-world proof of Goodhart's Law.
As if you couldn't guess by now, I'm skeptical about this thing, but I'm also extremely hopeful. If there's one theme to my professional career, it's been to clear out as much meaningless crap from MIL-STD work as humanly possible. These LLM "AI" people are at least on the right side . . for now. They might eventually get co-opted into the big Goodhart Machine so that they can make powerpoints about powerpoints about powerpoints about powerpoints about . .
And since we don’t know how to do that, we better bring in the consultants…
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What all these things have in common is reactive top down control of processes, with imprecise measures & slow feedback.
Instead of continuously handing down responsibility to individuals & teams for pushing up process efficiencies & change - based on ground level truth, needs, opportunities, and creativity. With real time feedback.
Where it goes off the rails is when management drinks too much of the kool-aid, and gives all the R&D funding to the model-based-system-engineering experts. Then they start building models for every other domain without consulting those domain experts. (They're the experts on models so obviously those other folks will just slow things down, pointing out ways that theory and practice aren't quite the same.) Then it's all garbage-in, garbage-out.
Turns out that the map is not the territory.
Something tells me that even if we could make them ourselves, they wouldnt be cheap.
https://www.thedronegirl.com/2020/06/23/american-drone-compa...
If WW3 breaks out and we're hitting total war with levee en masse those prices will come down right quick...
It doesn’t take a super smart person to realize this will go very wrong, very fast.
Would love to hear your thoughts
They'd all be pissing their pants just to live another day. And so like any coward they'll happily make the "tough decision" to casually sacrifice millions of other peoples lives - billions if necessary, but they would not, in a million years, accept a scenario where they, themselves, might be killed. And nukes created just such a scenario. Drones, especially given the existence of extremely effective (but distance constrained) electronic warfare and other technology, doesn't intuitively threaten their own mortality. So I expect to see full steam ahead.
i.e. can be deployed 100,000 times at once; doesn't need a stable internet connection; can fit into a drone; if civilians are hit, it's only a software-error, not a war-crime.
you wouldn't say that about a bullet or a missile -- the morality isn't negated, it's moved up the chain to whoever operates the device.
I make this point because I find the thought that drones somehow negate moral responsibility to be wholly irresponsible and destructive, not as a pedantry.
But in practice, the lack of morals will be a strong incentive. One one hand we have commanders who may want to get away with war crimes, and on the other hand are autocratic regimes, that don't need as many like-minded soldiers to commit large-scale war crimes.
More hardware than rc though
Plus pilots get tired, spooked, etc. Drone operators can switch over to someone else in the room and hit a bathroom and smoke a cig, and AI doesn't even have that problem.
AI can also, in theory, react faster, and is not constrained by high-G maneuvers, that would push a pilots blood out of their brain to their feet. You can find Stroke-3 vids on youtube, which is a pilot in an F-16 (Stroke-3) dodging SAMs during Gulf War 1 -- you can actually hear him strain and groan under the high-Gs.
EW and Jamming are also a concern, and controlled drones are ultimately dependent on someone on the ground being able to see and react. Most drones have an autopilot function if they lose contact, but once ECM and ECCM start going hard it may be hard to control them; they'll need to be autonomous, sort of a more tactically flexible loitering munition.
Diplo.A.I: "Rudimentary creatures of blood and flesh, you touch my mind, fumbling in ignorance, incapable of understanding. Organic life is nothing but a genetic mutation, an accident. Your lives are measured in years and decades. You wither and die."
they did it! https://ai.meta.com/research/cicero/diplomacy/
Many wars are the desired outcome of the leaders that started them.
Diplomacy is important, but most effective when war is also deterred by credible response.