Skip to main content
Latent Space

The Next War Is Already Here. The West Isn't Ready. — Yaroslav Azhnyuk, The Fourth Law & Guest Host Noah Smith, Noahpinion

119 min episode · 3 min read
·
Yaroslav Azhnyuk,Noah Smith

Episode

119 min

Read time

3 min

Topics

Startups, Fundraising & VC, Artificial Intelligence

AI-Generated Summary

Key Takeaways

  • Drone casualty dominance: FPV drones now account for 70–80% of battlefield casualties in Ukraine, displacing artillery as the primary killing instrument. Defense planners and procurement officials should reorient budgets accordingly. A single FPV drone costs roughly $400–$500 versus $4,000 per 155mm artillery shell, making drones approximately three orders of magnitude more cost-effective per engagement when factoring in versatility, precision, and operator requirements.
  • Five levels of drone autonomy: Azhnyuk defines a practical autonomy framework: Level 1 is terminal guidance (AI takes over the final 500 meters), Level 2 is autonomous bombing, Level 3 is target detection and engagement decision, Level 4 is autonomous navigation, and Level 5 is autonomous takeoff and landing. Understanding this ladder helps defense buyers and policymakers evaluate vendor claims and procurement priorities rather than treating "autonomy" as a binary feature.
  • Terminal guidance multiplier effect: Deploying Level 1 autonomy alone — where a human pilots the drone to within 500 meters and AI locks onto the target — increased one Ukrainian operator's mission success rate from 20% to 71% and expanded his effective kill zone from 3 kilometers to 10 kilometers. This single software addition, costing hundreds of dollars, produced battlefield results comparable to major hardware upgrades, illustrating the leverage of software-defined warfare.
  • Fiber optic drone tradeoffs: Fiber optic communication links make drones resistant to electronic countermeasures but add significant weight — roughly 1–2 kilograms for a 10-kilometer spool — reducing payload capacity. Critically, fiber optic cable prices surged from $4 to $32 per kilometer in early 2025 because AI data center construction consumed global supply. Defense planners building fiber optic drone programs must account for this direct supply competition with commercial AI infrastructure.
  • China's manufacturing asymmetry: Ukraine produced 4 million FPV drones in 2024; China has the industrial capacity to produce 4 billion. China also leads in drone autonomy through DJI, controls rare earth refining, dominates thermal camera components, and manufactures the motors requiring specialized magnets. The West currently lacks autonomous drone technology, mass manufacturing capacity, key components, and rare earth processing — four compounding vulnerabilities that require simultaneous policy intervention, not sequential fixes.

What It Covers

Yaroslav Azhnyuk, founder of The Fourth Law, joins guest host Noah Smith to detail how Ukraine's drone warfare has redefined modern combat. The conversation spans FPV drone autonomy levels, China's manufacturing threat (4 billion drone capacity vs. Ukraine's 4 million), Western defense gaps across technology, supply chains, rare earths, and thermal cameras, and why autonomous weapons will soon outperform human-piloted systems by orders of magnitude.

Key Questions Answered

  • Drone casualty dominance: FPV drones now account for 70–80% of battlefield casualties in Ukraine, displacing artillery as the primary killing instrument. Defense planners and procurement officials should reorient budgets accordingly. A single FPV drone costs roughly $400–$500 versus $4,000 per 155mm artillery shell, making drones approximately three orders of magnitude more cost-effective per engagement when factoring in versatility, precision, and operator requirements.
  • Five levels of drone autonomy: Azhnyuk defines a practical autonomy framework: Level 1 is terminal guidance (AI takes over the final 500 meters), Level 2 is autonomous bombing, Level 3 is target detection and engagement decision, Level 4 is autonomous navigation, and Level 5 is autonomous takeoff and landing. Understanding this ladder helps defense buyers and policymakers evaluate vendor claims and procurement priorities rather than treating "autonomy" as a binary feature.
  • Terminal guidance multiplier effect: Deploying Level 1 autonomy alone — where a human pilots the drone to within 500 meters and AI locks onto the target — increased one Ukrainian operator's mission success rate from 20% to 71% and expanded his effective kill zone from 3 kilometers to 10 kilometers. This single software addition, costing hundreds of dollars, produced battlefield results comparable to major hardware upgrades, illustrating the leverage of software-defined warfare.
  • Fiber optic drone tradeoffs: Fiber optic communication links make drones resistant to electronic countermeasures but add significant weight — roughly 1–2 kilograms for a 10-kilometer spool — reducing payload capacity. Critically, fiber optic cable prices surged from $4 to $32 per kilometer in early 2025 because AI data center construction consumed global supply. Defense planners building fiber optic drone programs must account for this direct supply competition with commercial AI infrastructure.
  • China's manufacturing asymmetry: Ukraine produced 4 million FPV drones in 2024; China has the industrial capacity to produce 4 billion. China also leads in drone autonomy through DJI, controls rare earth refining, dominates thermal camera components, and manufactures the motors requiring specialized magnets. The West currently lacks autonomous drone technology, mass manufacturing capacity, key components, and rare earth processing — four compounding vulnerabilities that require simultaneous policy intervention, not sequential fixes.
  • Eight dimensions of battlefield autonomy: Azhnyuk presents a framework for evaluating autonomous systems across: autonomy level, platform type (quadcopter, fixed-wing, missile, ground, sea), domain (air-to-ground, sea-to-air, etc.), higher-order behaviors (swarming, drone nests, carriers), operating environment (day/night, terrain, season), command and control architecture, infrastructure (simulation, data pipelines, security), and deployment scale (hundreds vs. hundreds of thousands of units). Defense developers should stress-test products across all eight dimensions before field deployment.
  • Western procurement reform urgency: Ukraine advanced drone technology by roughly one year in 2024; Europe advanced by zero years over the same period. The US made less than one year of progress. Azhnyuk identifies the highest-priority actions as: deep integration with Ukraine's defense innovation ecosystem (BraveOne, D3 Fund), accelerating programs like Drone Dominance under Pete Hegseth, onshoring thermal camera production, motor magnet supply chains, and rare earth refining. Treating Ukraine as a live defense R&D laboratory is the fastest path to closing the gap.

Notable Moment

Azhnyuk describes a scenario where China loads millions of long-range, fully autonomous, battery-powered fixed-wing drones onto commercial freight ships and deploys them against any coastline — Taiwan or California — from tens of thousands of dispersed manufacturing sites. He argues the US currently lacks both the technology and the mass to intercept such an attack, and that a preemptive strike would be logistically impossible to execute in time.

Know someone who'd find this useful?

Episode Transcript

So think about this. Last year, Ukraine produced 4,000,000 FPV drones. Ukraine is not the most industrious nation in the world. China can produce 4,000,000,000 of these FPV drones. Would you say that right now, China is now the supreme conventional military power on Earth, given its ability to manufacture and deploy drones in the quantity and quality that you just described. I don't think we have all the information to claim that, but we cannot count it out. And that alone should be, you know, a big warning sign. And, yeah, as I say, at some point in my life, I went from making cameras that, fleeing treats to pets, to cameras that fling explosives to the occupiers. So that's the short story. And, when you think about what your nation, what your compatriots are going through, you realize that that's the only morally right thing to do is to fight back and it is immoral not to fight back. And then the the choice becomes very clear. Welcome to Lanespace. I'm Brandon. I normally do science podcast, but today we're gonna do something a little bit different. I'm joined by, Noah Smith of no opinion on, SubSec and Twitter. And he has lots of interesting things to say about drones. And, as a guest, we have Yaroslav Ozhinuk, founder of the fourth law and several other, drone related startups. But, yeah, to to get started, so it is February 23, 2022. You are running a pet startup. You are connecting pets with their owners. Let's go ahead and just a little bit of background. Where how did you get started in tech, and, what were you working on before the Ukrainian war started? Yeah. Good to be here. Thank you. On February 23, late in the evening, like, I think, like, 11PM Kyiv time, my wife and I, we landed in Kyiv. Actually, then she was a fiancee, and and we were, we came from Lviv where we were looking at a church where our wedding should have taken place. And we got into this, cab riding from airport to our home, and the driver was like, you crazy. Like, everyone's leaving Kyiv. Why why why do you come? Like, what? Nothing nothing's gonna happen. Like, dude, chill. And then, obviously, eight minutes later, our eight eight hours later, the moms fell in the city. That's quite surreal. We probably landed on the last flight that landed in Kyiv, one of those last flights. But, yeah, you know, my background, I'm a tech guy, studied applied mathematics in the Kyiv Polytechnics, born and raised in Kyiv. Parents, you know, all the PhDs from academia and grandparents too. Like, everything, you from linguistics to nuclear physics. And, I'm an entrepreneur, so I build a bunch of companies. Petcube is the one you were referencing. So I lived in San Francisco 2014 to 2020. I'm building PEQ, which is one of the leading pet device companies in the world, selling …

Get the full transcript (18,726 words) + summary by email — free

One-time email with the complete transcript and AI summary of this episode. No account needed.

One email, no spam. We’ll also show you what SignalCast does.

Browse all Latent Space transcripts →

You just read a 3-minute summary of a 116-minute episode.

Get Latent Space summarized like this every Monday — plus up to 2 more podcasts, free.

Pick Your Podcasts — Free

Keep Reading

Books, tools, and gear mentioned in this episode

SignalCast may earn commission on purchases via these links.

other

  • deep integration with Ukraine's defense innovation ecosystem (BraveOne, D3 Fund)
  • deep integration with Ukraine's defense innovation ecosystem (BraveOne, D3 Fund)
  • accelerating programs like Drone Dominance under Pete Hegseth

company

  • Yaroslav Azhnyuk, founder of The Fourth Law, joins guest host Noah Smith to detail how Ukraine's drone warfare has redefined modern combat.

More from Latent Space

We summarize every new episode. Want them in your inbox?

Similar Episodes

Related episodes from other podcasts

Explore Related Topics

This podcast is featured in Best AI Podcasts (2026) — ranked and reviewed with AI summaries.

Read this week's Startups & Product Podcast Insights — cross-podcast analysis updated weekly.

You're clearly into Latent Space.

Every Monday, we deliver AI summaries of the latest episodes from Latent Space and 192+ other podcasts. Free for one show.

Start My Monday Digest

No credit card · Unsubscribe anytime