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a16z Podcast Episode Notes: The Future of Drone Warfare
Episode Overview In this episode of the a16z Podcast, recorded live at the third annual American Dynamism Summit, host Matt Cronin, Senior National Security Advisor at a16z, engages with Ryan Tseng (CEO of Shield AI) and Adam Bry (CEO of Skydio) to discuss the evolution and implications of drone warfare, particularly emphasizing autonomous drone technology and its role in modern military strategy against the backdrop of great power competition with China.
Key Topics Discussed
- The transformative impact of drones in warfare, particularly in conflicts such as Ukraine and Israel.
- The stark cost asymmetry between drones (costing thousands) and traditional military assets (costing millions).
- The lag of U.S. drone production in comparison to China and strategies to bridge the gap.
- Ethical considerations surrounding the use of autonomous systems in combat.
- The importance of reindustrialization in maintaining military deterrence.
Key Takeaways
- Drones and Modern Warfare
- Drones have shifted from reconnaissance tools to critical weapons capable of significant battlefield influence.
- Asymmetric warfare dynamics are exemplified by low-cost drones successfully targeting high-value military assets.
- Ukraine’s use of drones highlights the necessity for rapid adaptation and innovation in military strategies.
- U.S. vs. China in Drone Production
- China currently holds about 80% of the global drone market, which poses a national security concern for the U.S.
- The U.S. must increase domestic drone production capabilities to retain military effectiveness and competitive advantage.
- Autonomy in Combat
- The integration of AI in military operations raises ethical questions about control and decision-making in warfare.
- Autonomy should not replace human judgment but instead enhance operational capabilities while aiming to minimize civilian casualties.
- Industry and Government Collaboration
- Collaboration between the defense industry and government is crucial to speed up the deployment of new technologies.
- The ability to adapt software rapidly is fundamental to maintaining an edge in modern combat scenarios.
- Future of Warfare: The Role of AI
- The future of conflict will increasingly be about software capabilities and the speed at which military forces can innovate.
- Autonomous drones may lead to profound changes in how warfare is conducted, with implications for tactical and strategic operations.
Expert Insights
Ryan Tseng (CEO, Shield AI)
- Background: Transitioned from a tech entrepreneur to focusing on defense technology with a mission to protect service members and civilians through advanced AI systems.
- Key Point: Emphasizes the need for a collaborative approach between tech companies and the military to effectively deploy autonomous systems.
Adam Bry (CEO, Skydio)
- Background: Developed expertise in AI and robotics at MIT, focusing on creating drones that require minimal human intervention for high-stakes tasks.
- Key Point: Stresses the importance of advancing autonomy while maintaining ethical considerations and human oversight in military systems.
Ethical and Tactical Considerations
- Concerns About Autonomy: There is a balance to be struck between utilizing autonomous systems for efficiency and ensuring that human oversight remains in critical decision-making processes.
- Deterrence and Security: The advancement of drone technology should serve as a deterrent to conflict, aiming for precision in military engagements to reduce collateral damage.
Recommendations for Emerging Founders
- Mission-Driven Approach: The founders are encouraged to embrace the challenge of innovating in defense tech as their contributions are vital for security and stability.
- Expect Challenges: Building hardware for defense is inherently difficult, and perseverance is key to overcoming obstacles in the development process.
Conclusion The conversation on the future of drone warfare highlights a paradigm shift in military engagement, driven by advancements in technology and the urgent need for the U.S. to adapt its defense strategies in the face of global competition, particularly with China. Collaboration, ethical considerations, and innovation will define the next chapter in military history as the role of drones and autonomous systems expands on the battlefield.
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Resources
- [Adam Bry on X](https://x.com/adampbry)
- [Ryan Tseng on LinkedIn](https://www.linkedin.com/in/ryantseng/)
- [Matt Cronin on LinkedIn](https://www.linkedin.com/in/matt-cronin-8b88811/)
- [American Dynamism Summit](http://a16z.com/american-dynamism-summit)
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Written by AI. May contain mistakes. Listen to the episode to check what was said.
Transcript
Automatic transcript. May contain errors.0:00The industrial capacity of China is fearsome. Being able to deploy highly autonomous AI -driven drones at scale is still a domain that we can win in. I think the technologies that matter most of the future of war are right there and front of us. Living a modern conflict becomes basically like a software writing fight. It will be the pace of deployment that is the make or break for militaries around the world. The game theory here is just as simple and obvious as it can be. Unless we find a way for industry and government to work together, we will find ourselves in a very tough situation. Will Durant once said, quote, war is one of the constants of history, unquote.
0:47And while the presence of war has not changed, the way it's conducted has. It is technology, whether steel, gunpowder, radio, GPS, or nuclear weapons, which have defined conflicts over the era. And while the images of tanks or machine guns dominate the visuals we have of war, these are not the decisive technologies of the future. And here's the thing, the future of warfare isn't coming, it's already here. It's fought in the skies over Ukraine, Israel, and beyond by AI -empowered drones. These drones have become a crucial weapon of war, with asymmetric capability where a handful of drones costing hundreds or thousands of dollars can disable equipment like tanks or aircraft that cost orders of magnitude more.
1:31We're literally off by like three orders of magnitude. Within a few short years, drones have gone from a reconnaissance tool to one that ensures aerial and battlefield dominance. The Army with more drones has a decisive advantage. So, with China dominating about 80 % of the global drone market, what does that say about our national security in the growing power competition? Why have we fallen so far behind and what will it take to build up our domestic drone industry? Plus, where should autonomy play a role in military decision making when lives are literally on the line? In today's episode recorded live at our third annual American Dynamism Summit in the of Washington, D .C., A -16Z's Senior National Security Advisor, Matt Kronin, sits down with two people who have been thinking about these questions and building solutions, dating all the way back to when this industry was full of hobbyists.
2:21That is Ryan Seng, co -founder and CEO of Shield AI, and Adam Brie, co -founder and CEO of Skydo. Shield has been building intelligence systems like AI -powered fighter pilots and drones since 2015, While SkyDio has been manufacturing drones for use in the battlefield since 2014, and today is the largest US drone manufacturer by volume. So who will command the skies in the years to come? Listen in to find out. As a reminder, the content here is for informational purposes only. Should not be taken as legal, business, tax, or investment advice, or be used to evaluate any investment or security, and is not directed at any investors or potential investors in any A16Z fund.
3:04Please note that A16Z and its affiliates may also maintain investments in the company's discussed in this podcast. For more details including a link to our investments, please see A16Z .com slash Disclosures.
3:21We're here to chat about drones, autonomy and great power complex. Now both of you have started incredibly successful and innovative drone -focused companies. At the same time, both of you started when the industry was truly nascent. It was seen as a field for hobbyists rather than something that could actually shape the future of warfare. So what led you to be interested in this field and to spend so much of your time, blood -swedding tears on this now incredibly important industry? I had started and sold the company to Qualcomm, and I've always been somebody that has had an intense passion to compete, fight, win at whatever I was doing.
3:59And in my last year of Qualcomm was there for about four years. I didn't have that fire in the belly that I had had throughout my life. And so I started thinking about what it was that would really motivate me not for the next five years, but for the next 50. And I decided that if I could find the intersection of three things, a noble mission, the chance to work with extraordinary people and a chance to define the possible. I'd have that fire in the belly and my brother went on to become a Navy SEAL, a totally different track in life and he was getting ready to go to business school. I encouraged him to think about what he wanted to do in life.
4:32And he came into me with the idea of bringing the bus to what was going on and the autonomous driving sector to the mission of protecting service members and civilians. He felt like if somebody would do that, it would have brought home a lot of his friends safely to their families and he felt like it would be a pillar for the future of American military dominance. I thought it was an extraordinary mission. I told you earlier, I thought it was a stupid business. And so I wished him luck and suggested that he come up with a better business to make mission impact. But seals are very persistent people.
5:03My brother is no exception and sort of long story short. I started to spend more time with him learning about the challenges and I was just shocked by the scope of the problem and how little was being done about it. And I've been proud and humbled every day for the last 10 years to have an opportunity to contribute to a mission that I think is so important. Incredible. One glad seals are persistent in general. And I You're right. You're along in this important mission. Yes. What about you? Yes. We come at this from very different places. First thing, I think that shield deserves just enormous credit for 10 plus years ago, recognizing the need and the opportunity for what we now think of as defense tech at a time when that really did not exist.
5:42And people thought they were crazy for even trying candidly. I don't think we get that same kind of credit. So I grew up flying radio control airplanes. I've basically been doing grown stuff my whole life. And that led me to be a grad student at MIT in the late 2000s, early 2010s, when you could basically take radio control airplanes and put computers and sensors on them and write software to get them to do smart stuff. So I really became obsessed with trying to build AI systems that could fly better than people could. And I wasn't thinking so much about applications at the time, but in 2013, 2014, my lab made and I started to look out and see there were interesting things starting to happen with small, like quadcopters.
6:18and we felt like the applications and implications of the technology could be enormous, but needing to have an expert pilot there flying, it was just sort of a fundamental restriction. So the big bet that we made when we started SkyDio was that AI and autonomy built into a small like quadcopter was gonna be very powerful for a wide range of industries. And the government and enterprise applications were always part of the vision, but we explicitly decided to start with a consumer product because we thought that something like light, integrated, easy to use would be a really good platform for this other stuff.
6:48And for me personally, when I was in grad school, I was wrestling with, you know, I love this technology. I wonder if I want to keep working on it. I'm like, I'm going to have to go work for a defense contractor. I deeply believe in like the mission of the US military, but the idea of working at a traditional defense contractor was very unappealing to me. And so we started with a consumer product and it's reflective of kind of the trajectory of the space that very quickly, you know, like 2018, 2019 time frame, and I think to the credit of the US military, they realized that these small lights, civilian quadcopters had enormous value on the battlefield and the technology from consumer to enterprise to military is so tight that in the span of a year, basically, we won our program of record, the Army Shore Range Reconnaissance Program, and I think it was officially announced in 2021, but it really started in 2018 -2019.
7:34And that was the beginning for us of expanding to serve a much broader set of markets. Adam was also part of my early story. I don't know if you know this atom, but I read all of your papers. We've learned a lot since then, but it was the foundation. Good stuff. I mean, look, a lot of the ideas that we use at ScadiOK came from the research community, some of the research that we had done, some of the other folks had done. Incredible. One of the things I think is most shocked many and fascinated military strategists is how drones have reshaped the nature of warfare in the past, decades, in the past three years.
8:06This has been huge proliferation. far more mass being brought to the battlefield via drones. And it's enabling much more distributed, decentralized, and lethal force structures. Anybody running around in a truck can pop out with a drone that might go a thousand onical miles or a collection of drones that might go a thousand onical miles and hit who knows what far off into the distance. There used to be much more concentration of forces, dependence on large, exquisite assets to deliver capabilities. So it's been just a complete transformation. And the world has seen a lot of that unfold in the conflict in Ukraine.
8:44I think one of the major questions is, how can the United States and her allies adopt those lessons? Because the things that we're doing have a lot of merit. It has been a four structure that's dominated in the last several decades. But our adversaries have spent a long time thinking about how to counter what we're doing. And I think that it's going to be important for us to think about how we can embrace 100 times more systems to empower our service members to be lethal and effective to come home safely to their families and I think drones in many ways of the future of war. Absolutely. And Adam, one of the things particularly shocks those observing the Ukraine topic in particular is you would see as writers are referring to a say a commercial quadcopter like a Scotio in some instances they'll go and take out an exquisite system like a tank.
9:30Two or three of those packed their sufficient munitions could cripple a large armored vehicle. So how have you seen that sort of shift impact how military looks at dual use commercial drones? To be honest, I think that's a question that the US military has not fully digested yet. And one of the realities of drones is that it just creates this massive asymmetry, right? A system that costs a few thousand dollars can take out a system that costs a few million dollars. And I don't think we fully grappled with that yet, to be honest. I think that we're seeing evidence of this in Ukraine and the Ukrainians largely out of necessity and really just incredibly impressive ingenuity They have a broad array of ground robots are drones air drones Sea drones.
10:15They're building them in an incredible rate. They're iterating very quickly and it's very scrappy The US military may not be subject to the same kind of constraints that the Ukrainians are But I think that we need to understand that the possibility for that asymmetry is real like the possibility of building very low -cost systems that are very capable and capable of delivering strikes or capable of maintaining surveillance is very real and our adversaries are likely to take advantage of it. That's a journey that we still need to go on to some extent. There's still quite a bit of inertia and momentum in our military and I know what your experience has been towards like larger, more traditional exquisite systems.
10:49I think that is starting to pivot, but that's a real question for us for the future. There's a phrase used in the military context often, it's that quantity has a quality all its own. And there is an incredible disparity between what our chief adversary, the people sort of China can produce in a month for drones, whether it's going to be formal military style drones or dual use commercial drones. And that scale, I think a lot of people are wondering what that means in order to deter future conflict or God forbid, where there would be a conflict in Taiwan straight or elsewhere. Madam, would you mind just talking about the sort of differences in scale, just roughly speaking, between the production capabilities of both countries and why that is, particularly on a regulatory basis.
11:33So I mentioned I grew up playing radio control airplanes. So basically all radio control airplanes were made in China in the 90s and 2000s. And nobody was singing too hard about that. That didn't seem... Still are, right? They probably still are. Yeah. And that didn't seem like a national security issue at the time. Yeah. But if you think about what it drone is, it's basically like the combination of radio control airplane type stuff, motors and consumer electronics. A lot of the same stuff that goes into a phone. And as a country, we basically outsource manufacturing to China. And I think that that was a series of policy decisions, expediency on the part of business.
12:07That was a mistake from a military standpoint, because one of the major themes is that the gap between kind of civilian technology and consumer technology and military technology is closing in many of these domains. The general manufacturing capacity in China for low -cost, capable compute systems, which are really now becoming robotic systems, not just drones, but other kinds of robots, is substantial. It's a whole ecosystem, and it's not about cost either. At this point, it's really about technical expertise, build capacity in terms of all the different things that it takes to mold and machine, and build PCBs, the circuit boards, and place components on them.
12:47So I don't think this is something that we can solve overnight. The ultimate thing in TBD on if this is attainable, I always say like wherever they're building iPhones, they're going to have a really good ecosystem for building drones and other kinds of electronics. And so the real prize is can we bring that level of scale manufacturing back to the US? I don't know if we can, to be honest, but I think it's worth a shot. And from the outset as a company, we've been manufacturing our drones in the US. And I would say that when we started doing that in 2016, it felt like we were swimming upstream into like a fast -flowing river.
13:19I would say that like we're maybe starting to get some like signs of tailwinds, especially with the new administration, which is cause for optimism. But I think this is one that we just can't give up on because robots are gonna become more and more important. They're gonna be using the same kind of ingredients from consumer electronics and other kinds of relatively low cost systems. Cars are going in this direction as well. Cars are starting to look more like laptops and phones in terms of the components that are in them. This is a combination of industry and policy and all of us working together.
13:49I think there's cause for optimism over the last couple years. There's still a lot of work to do, but I don't think it's an insurmountable hill for us. I've got a, I guess, good news, bad news, take. I think the bad news, you sort of led with it. The industrial capacity of China is fearsome. And try as we might, I think that's going to be a very difficult thing to close out in one year or even a decade. And I'm an optimist and always like to believe that there's a way, but it is a substantial gap. And I think we're sort of approaching to use a rocket term, a max Q moment from a national security perspective where we're undergoing a force transformation.
14:24Huge technology changes our effort, things like AI are coming into play. We've got an adversary that's becoming extremely wealthy, huge industrial capacity, also investing massively, and their military capabilities. And so the question then becomes what's the right play? And I think that history has shown, World War I, World War II, the A -NAM tremendous amounts of mass were brought to the battlefield. field. And in some cases, despite tremendous amounts of mass being brought to sections of the battlefield, it just turned in to grind it out, war of attrition, without a lot of movement on either side.
15:00And we start to see some of that in the Russia -Ukraine conflict as well. Tremendous amounts of mass being brought to the battlefield, but frontlines that are extremely difficult to move. And I think a reason for that is there's a difference between mass and effect. And simply, the world is big. And targets are relatively small compared to the scale of the world, and it turns out that just throwing a bunch of mass down range can still be pretty hard to hit the things that matter. And where the United States has dominated over the last couple decades is the software prowess, the AI, the autonomy.
15:34And so I think that if we can combine the fantastic work that's going to re -industrialize the United States to build more mass, to build more capability, we have to do that. But if we can combine it with the software and autonomy capabilities, if we can close the utaloops so that we can push software updates at a moment's notice and make every ounce of charge every minute of flight time maximally effective, I think that's how it can compete. There's a second wave that hasn't really broken yet, which is really AI and autonomy. The vast majority of what's happening in Ukraine is still basically one -to -one.
16:10You've got these FPV pilots who are expert operators who are flying the thing or they're flying drones with very limited, pretty simple mission. Go to these coordinates and deliver a strike. And I think that we are going to see over the next decade another fundamental change as rather than having these drones animated by an operator on the ground or by like relatively simple algorithms on board, they become animated by really advanced autonomy and they can communicate with each other. The implications of that, I think, are probably going to be even more significant than the first step to just having these things be on man.
16:42and I do think that's an area where as a country, it plays more to our strengths. And you can't forget about the hardware and the manufacturing capacity. You need to be able to do that stuff, but winning on the AI front, I think is even more important. So, to ensure we dominate, to ensure we win, Vice President Vance just spoke a few moments ago at the American Dynasmus Summit, and he said our goal is to essentially remake the economy to fix that mistake that you guys were referencing earlier about we just off -short all of our manufacturing. We can't make things anymore. And there are leading members in Congress committed to that and also committed to defense procurement reform.
17:21So if you had an opportunity to sit down with anyone with leaders in the executive branch, leaders legislative branch, or anyone who'd be listening right now, those leaders or staffers for them, like if you just fix one or two really pivot points and if those were resolved, we could do so much more, either for drones particular, manufacturing generally, unleashing AI. What sort of recommendations would you give? Number one, I would ask that they continue to do what they've been doing, which is reinforce their belief and investments and the incredible people that sign up to serve. The one thing that I think we've got absolutely right is we have brilliant people that are brave.
17:59They believe in the values of this country and they just go and do extraordinary things. And it's been a privilege of mind to be able to meet them, my brother. Drume into that universe, and I just think it is such a gift to the nation that we have these people that are willing to do what they do. Now, we strive to contribute to make sure they can be as effective as possible to fight when the terror come home safely to their families. And to provide them the best possible tools, and look, what do I know? The administration has hard jobs, so let me put that disclaimer up front. I think the technologies that matter most of the future of war, that matter most of the future of this country and all of our allies around the world are right there in front of us.
18:38And I think the security challenge of our time is whether or not we can mobilize the bureaucracy to go reach out and pick up what's on the table. Everybody already knows is one of the most important capabilities of the future. And that is like taking and making real the large scale deployment and operationalization of autonomy technologies. If you look in the kind of space that we play which are small, light, quadcopters that weigh a few pounds that are sold for carried, the Ukrainians today are using these things at the rate of millions per year, literally millions per year. It's the primary method through which they're delivering strikes and surveilling the battlefield.
19:19The US military, I think, to their credit has programs generally pointed in this direction, but those programs are operating at the scale of thousands, like single digit thousands. So we're literally off by three orders of magnitude. I would argue relative to what evidence suggests the modern battlefield demands. There are similar trends in Israel as well. Israel has rapidly adopted these class of systems at substantial scale. And this is an area to the point about reindustrialization where military purchasing power makes a massive difference. The consumer civilian quantum market are measured in the scale of single digit billions.
19:58That's like comparable. I would argue to what the military should be spending in this space. They're not spending anywhere close to that today for this class of system. And so I think that's a pretty obvious lever that has a bunch of benefits from a national security perspective. I mean, one, you're equipping our soldiers with modern relevant technology, but two, the purchasing power that the military can bring to bear there is significant enough to actually move the needle from an industrial -based standpoint for this class of technology that serves other markets. It's not just us, but like their companies in our space serve public safety and critical infrastructure inspection.
20:30And there's huge technology overlap between the products that you use to do that and the products that folks use on the battlefield. I think if you just went down all the quantities of everything and just added a zero behind all of them, and then of course there's a cost challenge and we have to figure out how to do that. Yeah, I mean, I think there's some things that you can delete and deleting those things is also painful. Well, maybe not. It's sometimes a zero in front of something. Yeah. I'm trying to decimal things. The big Z -Made. That's the trade -off it needs to be made, right? Like the...
20:59By legacy exquisite systems that cost hundreds of millions of dollars, some cases billions of dollars, there's a trade -off between one or two of something, or 10 ,000 or 100 ,000 or a million drones. And if you just look into the future, which of those things is going to be more powerful, I think, like, large quantities of AI -driven drones is... It's not the only thing that you need, but I think in many situations is the right answer. Let's dive into a little bit more. So as you both noted a few moments ago, the US military is starting around the 1980 -1990s, really went all in on highly expensive, exquisite systems, small numbers.
21:35And that worked fine for us. But our now near -here adversary, China developed an asymmetric military designed to counter that. So they have a carrier strike missile. So for a cost of, say, 100 million, they take out tens of billions if not more on our side. plus the horrible lives that we lost. So there's been a move within the DOD to counter the counter, to have a project replicator. Let's presume even if we move those decimal points. So all of a sudden, the older systems has less procurement, and then the newer systems have more dollars allotted to secure. China, some would argue, still have certain advantages, perhaps because they've had more time working on it, perhaps because they're more subsidized.
22:18One of them, people would argue, and I'm welcome you to say that this is wrong, will be in the area of swarm technology. So you can see the light shows over Shenzhen and other cities, for the Chinese New Year, where it is extraordinary shows, with hundreds of thousands of broke the Guinness World Record book again this year. Do we have that level of sophistication and why or why not? And what can we do to make sure that we not only achieve parity if we have not, but achieve superiority in that space? So this is an area that we're quite focused on. I mean, swarm is sort of one of these terms that can mean a lot of different things, right?
22:52And it's really like what task are you trying to accomplish? So when you see the drone light shows, they're 100 % reliant on GPS. So they're using GPS to figure out where they are and to position themselves precisely. And they're 100 % reliant on a comms link between all the drones all the time. And both of those technologies are basically irrelevant on the modern battlefield. field. It's very easy to jam GPS and comms is always contested. And so I think that those are representative of their ability to build a bunch of drones and get them into the air, which is certainly part of the equation.
23:25But from a core technology standpoint, they're less relevant for the things that I think would be impactful on the battlefield. And we have the great joy of competing against the leading Chinese drone company DJI in civilian markets that are unregulated, we're customers can buy everything. And our biggest advantage competing against them is AI and autonomy capability. The stuff that we've been able to build into our drones is far more advanced than what DJI has been able to do in terms of being able to sense the environment in real time, respond to it, automate complex tasks and missions, and the advantage that we have, I think, is reflective of our strengths as a country.
23:59We were talking about building on academic research. The technology of SkyDio is reflective of a lot of smart investments that the government has made over the years. So I think that being able to deploy highly autonomous as AI -driven drones at scale is still a domain that we can win in. And in my view, it's still up for grabs. And it is something that we're quite focused on as a company. Right, and your company has also invested heavily in autonomy. Yeah, so our investments on autonomy are kind of going back to one of my earlier statements. It's sort of predicated on this belief that to make mass effective, it has to be intelligent.
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24:33Right? That's the difference between grind it out, trench situations, and being able to assert dominance and the space as if you can find, fix, and finish targets at scale. So we just think that's fundamentally important. And the first 10 years of her journey was defined by, let's strive to make the world's best AI pilot and climb the aviation food chain, which culminated in us doing some work on F -16s and has circulated the internet. Well, we thought about the next 10 years that the question was, is the future really about shield AI building the world's best AI pilot? Or is it about making a contribution to the industrial base so that everybody that's building these systems across America, building sort of incredibly sophisticated machines, driving to do it at a larger scale, can now deploy the best possible AI pilot for their vehicles for the customer's missions.
25:22And we think our best and highest contribution is to enable the industrial base to fast forward the large scale deployment of the world's best AI pilots. When you train, you see drones, co -op drones come down, oftentimes they're DJI drones, and a matter of minutes or seconds, many times failing in the mission. How have you thought through, how your drones can operate in a battlefield where there is a high degree of electronic warfare. So you do not have access to GPS. You don't have access to reliable signals to the controller and operators. When we started the company, we made a huge bet on computer vision as the right technology for AI and autonomy.
25:58And this was back in 2014, when it was like much less clear than it is today. So just sort of natively, the our drones have a bunch of cameras, they look out and see the world, they use that to figure out where they are and how they're moving and what's interesting and important around them. We come from a place of not being relying on GPS, having more of an ability to do onboard things. Having said that, candidly, like our first round of drones in Ukraine basically failed. And we had built the system largely informed by the US Army's requirements for what they thought was important for a quadcopter in this space.
26:32And electronic warfare was just nowhere on that list. And so from a radio standpoint and from an navigation standpoint, our first generation system was just not set up for success. And it was a painful process for us. So I've been to Ukraine twice myself. We had a bunch of folks on our team spend a bunch of time there and we learned a bunch of hard lessons about what it takes to really operate in this environment. And that really started to drive our development. And more so, honestly, then the like requirements coming from the US military. We made an explicit decision as a company that we think, this is the real world.
27:04situation that matters both from an immediate impact standpoint, but also whether or not they realize that this is what everybody else is going to need as well. And so there was a process for us that really took a couple of years of adapting the sort of native vision AI primitives to work in this environment, which we've now gotten to with pretty phenomenal results where the drone is incredibly resilient and capable from both a calm standpoint and from a GPS to an Idaviation standpoint in extremely harsh environments, but it's a real technology hurdle to get across. And we're now seeing this, the bet that we made is in many ways paying off.
27:38We're seeing this with other militaries around the world. They're starting to come around that this is the kind of thing that matters and our systems are performing. Now electronic warfare testing is becoming part of the evaluation protocol for a lot of purchases. I think Adam, hit the nail on the head. The effectiveness of your systems in an EW environment is a difference between whether they're relevant or not. And a lot of people will say that our next generation product is going to work in an EW environment. But I think that's hard to say unless you've you're actually doing it. I mean, that's a pretty tall claim.
28:07Another element of effectiveness in these complex battlefields, I think it's just the adaptability of your capabilities of your software. So anecdotes from Ukraine, to solve for this environment, which is constantly changing, we were going to go out, we've a product called the V -Bad, it's a plane, it's a full full -feet tall, full -foot wingspan. I can fly for about 12 hours. We got sort of the brief from the Ukrainians and the situation that we expect in. Here's the situation. You guys are gonna take off. You're gonna go this way, maybe 70, 80, 90 nautical miles. You'll have GPS on the ground as soon as you get to 200 feet, the jammer's gonna hit you.
28:42And you have to have no GPS from that point forward. So engineering teams like, great, got it, good. We'll get the fix on the ground. We'll take off. We'll go take care of business. It's gonna be sick. We go out there and at three feet, the airplane loses GPS. And so the Ukrainians are constantly jamming, too. So Russian Ukrainians, because of the Ukrainians, South -Jane, they find their self -harp risk. Even if you're launching on the friendly side, there's intense jamming at three feet off the ground. So the airplane takes off and it just starts flying the other direction. I don't know if you've seen the movie Interstellar, you know, it's going through the cornfield, the dude has a laptop and he brings down the drone.
29:16Our team and the Ukrainians just took off on a truck and chased it for about two hours and found it orbiting over a cornfield about, I think, 80 kilometers away. And in the span of 24 hours, the engineering team re -architected the stack to not use GPS at any point in the mission. We validated it at our Texas facilities and that we pushed it forward and 24 hours later, the team took off and then conducted a demonstration that was written about at Wall Street Journal where the outcome of it was ultimately Russian SA -11, getting found, getting fixed, and finished by a high Mars. I tell that anecdote because it will be the pace of deployment that is the make or break for militaries around the world.
29:59If we want to make a software change in some of our programs, it can take up to a year. It is considered a big deal to change the software. When we took that aircraft forward to Ukraine, We wrote a new software in 24 hours. We pushed it, and then we needed 24 hours to properly plan the operation. And unless we find a way for industry and government to work together to deploy software capabilities at that pace, we will find ourselves in a very tough situation. In a world where you're using autonomous systems, everything is basically software defined, right? The entire behavior capability of the system is software defined.
30:38Electronic warfare is also software defined. and the behavior of the jammers and everything is coming largely through software. And so in many ways, I think a modern conflict, and you see this in Ukraine, becomes basically like a software writing fight. And the speed at which you can write it and deploy it really matters. And I'm no choice but to be hopeful and optimistic here because we've had the same experience where like, sometimes it's taken us two years to push new software into deployed systems. I would like to think that if we were actually in a conflict, that would just evaporate and you could do it in a day.
31:06Maybe that's overly optimistic and hopeful, but I think that that's one where the status quo is unacceptable. Two exceptional stories. So we're discussing autonomy. And one of the concerns either of you may hear from time is that if you have autonomous drones, that means humans are not in the loop, and that means we're seeding our authority to essentially software. Is that an accurate assessment? What does autonomy mean in terms of humans actually having control over the end state of what the drones are doing? and how do we best configure the military and also civil society to a future where autonomous drones are generally available but cheap, widely adopted?
31:45The first thing to say, and this is really, I think, the important backdrop for all of this, is that this is terrible stuff, right? I mean, we're talking about weapon systems that kill people and create immense suffering, and that is the reality of war. The real goal for everything is to act as a deterrent and to make conflict less likely and to make it sensitive conflict does happen. You can be maximally targeted and precise and minimize human suffering. I think that's just sort of like an important backdrop for all of this when we're thinking about what we do and the kinds of systems that we're building.
32:18Now I think there's a bunch of legitimate concerns about what does it mean to have these AI driven robots and how automated are they going to be and how much authority are we going to delegate to them. I think the thing that we have to also keep in mind is unfortunately the game theory here is just as simple and obvious as it can be, right? Nobody thinks nuclear weapons are good for humanity on an individual level. The playing a nuclear weapon is like a miserable, terrible, terrible thing, but the only world worse than one where like you and your adversary have nuclear weapons is one where only your adversary does, right?
32:48So I think one of our strengths as a country is our values and the way that we try to conduct conflict with a high ethical standard And I think that it's important to maintain that one of the things that I've been impressed by is really the level of sophistication within the military on these issues I mean there's people whose job it is to think deeply about the implications of different kinds of weapon systems and how authority is delegated There's very robust controls in place for how the military thinks about these systems Those things are evolving as the technology evolves. But this is something I've thought quite a bit personally about.
33:19The more that I've thought about and the more time I've spent with the military, the US military in particular, the more comfortable I've gotten that this is a robust organization that cares about doing the right thing is thinking deeply about the implications of technology. And my general view, which I think is shared by the US military policy and doctrine, is that ultimately human judgment is really important. A human exercising judgment in how force should be used is super important. But the other thing that people have to understand is that the status quo is not great. Oftentimes, your choice if you want to take out a target is dropping a 500 or 2 ,000 pound bomb, which is going to cause widespread destruction and a lot of collateral damage.
33:56And so an AI system that might be using autonomy to a pretty intense degree to figure out where something is and what to do about it is probably better than dropping a 2 ,000 pound bomb and blowing up a whole city block. And so I think you've always got to be thinking about what's the status quo and can we use AI and autonomy to better more precisely Accomplish the thing that we care about while inducing as little human suffering as possible maybe the good and True news right now is that I think human machine teams are far more effective than machine -only teams right now and for the next Several years that'll continue to be true and maybe it's true for longer than that and the frameworks that we have in place people are in the loop on the decisions, make a tremendous amount of sense.
34:41I think Adam brings out an excellent point. The game theory is one that if somebody finds that a machine -only team is the most effective team in certain missions and circumstances, the question is why and when would that be used and what do you do about it? And how do you make sure that you're ready for it? And so I don't think you can live in a world where you have liners. I was speaking to a senior military leader that had a nice framing, which is his expectation is the more defensive you end up being, the more likely you are to turn things over to machine control to get the very fast reactions and the dominance that you need to come out of that situation.
35:13And so a great, very practical example of that today is the failing scum system that protects ships. If you come into that, things weapon engagement zone and it has turned on, it will kill it. And so you can think about that at a larger scale. If a force is pressing on another force, they find themselves in a defensive situation and they flip the switch and they go full auto, what does that mean? And how does that get put back in the box? And tactically, what does that mean for your forces? is where they trained to face something that had that level of capability and that level of discretion, that level of speed, and then how does it play forward from there?
35:44And so I think that there are a lot of hard questions. I think that like the convenient answer, the easy answer is that humans are always gonna be on the loop. It's gonna be fine. Don't worry about it, but I think that the world is a little bit more complicated than that. I don't have answers for it. Other than a strong conviction that America needs to lead. So no matter what you believe about any of this, whether you have conviction on one side of the other or you're just uncertain what the future is going to be. And I think there's a lot of uncertainty about how the future will play out. American leadership is the answer.
36:13At the conceptual level, a lot of these things are less new than they seem. So like dropping a bomb in World War II, like once that thing leaves the bomber, it's autonomous. It's pretty dumb autonomy, but human judgment is over, right? That thing is falling and it's guided by gravity and wind and physics and other things. And at some point in that trajectory, if it starts heading towards the wrong place or you realize that it was the wrong target, there's nothing you can do about it. We are used to relinquishing control over the end outcome, and usually that resultant much less precision and much less ability to actually accomplish the thing that you care about.
36:46And AI fundamentally changes that equation, but I don't think that the concept of the human relinquishing control over the ultimate thing that happens is actually new. Both of you question the premise that this is a new thing that's never happened before. It is it is not the case. And second, both of you zoomed out and said, listen, we are not at the end of history. Fukuyama was wrong. There are rival systems of government, totalitarian states and free states. And we have to make sure whether your concerns may be in a conscientious, thorough and democratic manner, we ensure that we are the ones who have done this technology to ensure deterrence.
37:22Now, let's imagine two different futures, 10 years from now. One, where totalitarian states, China, Russia, et cetera, has dominance over the technology. They're not only in terms of procurement, in terms of production, but also to technology. And another where we maintained and then advanced technological advancement and lead over them and also achieved manufacturing, at least parity, not superiority. What do those two features look like? It's hard to predict exactly, but I think AI is the most important technology really in the history of humanity. And a world where our adversaries have it and we don't is not a good one.
37:57I mean, a world where like the Soviet Union had nuclear weapons and we didn't, a world where Nazi Germany had nuclear weapons and we didn't. I mean, these are not pleasant things to think about. And so in my standpoint, I think we should just view that as an unacceptable outcome, like one that we cannot allow. And some of this plays out like beyond the military domain, but I think there is in AI, and I think this is changing rapidly for the better with the new administration. There was a lot of talk of like safety and regulation and we can't do this and we can't I have this many parameters and if you use more than this much compute, it's not allowed.
38:29If you're sitting in Beijing or Moscow, I mean, that's just gotta be music to your ears, right? Of please, yes, slow down. It's not to say that we shouldn't be thoughtful, but like we've gotta be real about the game theory dynamics here and the implications for this technology. So to close out, there are, I'm sure a number of founders watching online and I'm sure many of them would be interested in getting into public safety, defense tech, want to make a difference. They see the mission, they see the need. Perhaps they're scared, they're afraid, they're afraid of failure. They don't know how to start.
39:00If you were to give just one piece of advice to these founders, it would be founders. What would it be? Number one, the mission is worth it. You know, I don't think that there is a thing in the world that you can care about that doesn't build from a foundation of security and stability. And I wake up every day, just incredibly excited and honored to have the opportunity to contribute to something that I think is so important. The other thing I would say is this is just extremely challenging. And I think that especially if you're building hardware and you're serving these critical industries where the stakes are really high, you should just expect it to be really hard.
39:32And it's hard in different ways at different points in time. But at some level, I think to be successful at it over the long term, you've kind of kind of loved that. And I think probably both of us different things are backgrounds we do. I love the challenge of trying to solve these difficult problems. And I think probably both our companies tend to attract people who want to be really pushed and challenged and work on hard problems and struggle with things over days, months, years. And that is definitely part of the journey here. If you want to get to something that is going to have real impact, you got to embrace the struggle.
40:03I've never said. Why is where it's? Now, if you made it this far, a reminder that this was recorded live at our third annual American Dynamism Summit in the heart of Washington, DC. And if you'd like to see more exclusive content from the summit head on over to a60z .com slash American dash dynamism dash summit or you can click the link in our description
From the publisher
War has always been shaped by technology—from steel and gunpowder to GPS and nuclear weapons. But the decisive technologies of tomorrow aren’t coming—they’re already here.
In this episode, recorded live at our third annual American Dynamism Summit, a16z’s Senior National Security Advisor Matt Cronin sits down with Ryan Tseng (cofounder & CEO, Shield AI) and Adam Bry (cofounder & CEO, Skydio) to discuss the rise of autonomous drones, AI-driven warfare, and the escalating great power competition with China. They cover:
- Why drones are reshaping the battlefield in Ukraine, Israel, and beyond
- The asymmetry of $1,000 drones taking out $10M tanks
- Why U.S. drone production lags China—and how to catch up
- The ethical and tactical implications of autonomy in combat
- What it will take to reindustrialize America and maintain deterrence
If the future of warfare is software-defined, who writes that software—and who deploys it first—matters more than ever.
Resources:
Find Adam on X: https://x.com/adampbry
Find Ryan on LinkedIn: https://www.linkedin.com/in/ryantseng/
Find Matt on LinkedIn: https://www.linkedin.com/in/matt-cronin-8b88811/
See more from the American Dynamism Summit: www. a16z.com/american-dynamism-summit
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