Lead-Lag Live
Lead-Lag Live is your front-row seat to unscripted, real-time conversations with the sharpest minds in finance, economics, and investing.
Hosted by Michael A. Gayed, CFA — publisher of The Lead-Lag Report and a widely followed voice on macro strategy — each episode features candid discussions with top portfolio managers, economists, ETF strategists, best-selling authors, and market practitioners. No scripts. No teleprompters. Just raw insight from people who move markets.
Every week, we go deep on the themes that matter most: macro trends, interest rates and Fed policy, equity and bond markets, ETF strategies, geopolitical risk, asset allocation, commodities, currencies, and the interplay between risk-on and risk-off positioning.
Whether you manage billions or are just getting started, Lead-Lag Live delivers actionable analysis and frameworks you can use — not surface-level market commentary.
Originally broadcast live on X Spaces, every conversation is available here as a full-length podcast so you never miss a discussion.
Subscribe now and follow @leadlagmedia on X for upcoming live events.
Lead-Lag Live
Humanoid Robots Hit Mass Production in 2026 — Here's the ETF Play
Use Left/Right to seek, Home/End to jump to start or end. Hold shift to jump forward or backward.
Sign up to The Lead-Lag Report on Substack and get 30% off the annual subscription today by visiting http://theleadlag.report/leadlaglive.
Welcome And Why Robotics Matters
SPEAKER_00Okay, perfect.
SPEAKER_02Oh, it's been a minute since I've done one of these uh lead lag live episodes live. Uh give me a second, folks. I want to make sure that uh it is streaming on all the various platforms. Looks like we are good to go here. I am uh always happy to talk to Mr. Derek Jan because he uh he he makes me calm when I think about uh the robotics takeover that's coming. Uh and uh given that they've got a great ETF in COID, uh he's very well uh prepared for a conversation around uh all the opportunities that you should consider. Um if you are watching this on X and uh on YouTube, please do me a favor, like, repo, share. This is a live conversation. I will actually be able to see some of your comments as we're talking here, which means if you want us to address something, just reply on X, reply on YouTube. I'll actually see it on the stream uh and I'll try and bring it up here. Uh but uh with all that said, my name is Michael Guy, and I'm the publisher of the Leap Lag Report, and of course the founder of Lead Lag Media, uh, and now uh getting a little bit back into the Lead Black Live uh podcast side of things. Uh Mr. Derek Young of CraneShares. Before we get into uh the topic everyone wants to talk about, which is war and uh maybe how robotics are flaying into warfare, uh maybe a quick intro as far as uh who you are and uh quick intro into COID
What COID Targets In Physical AI
SPEAKER_02itself.
SPEAKER_01Sure. Thank you, Michael. Uh thank you for having me. My name is Derek. I'm a senior investment strategist at Crane Shares. So Crane Shares is um a US-based asset manager. We match over like 10 billion across like around 30 to 40 ETFs. Uh COID is our latest uh launch on emerging technology. Uh we believe that AI is going from digital to physical. Uh and like humanoid, quadruped, all kinds of embodied uh technology is kind of like a nest wave of the AI development. So that's where we launched KOID with COITFON to really tap into the ecosystem of humanoid and physical AI. Um, so I mean happy to have a discussion on the topic, but like this is like exciting timing for this.
SPEAKER_02Yeah, and it's um it's interesting, right? Because I think when people think about uh humanoids or robots, they're thinking about uh what Musk is talking about, right? It's like, you know, it's gonna eliminate poverty and money's not gonna even be a thing, and we're all gonna be living fat and happy as these robots uh take over our day-to-day activities. But uh, we should talk about how maybe uh it's advanced warfare,
Drones Shift Warfare Toward Affordability
SPEAKER_02uh, maybe sort of the the aspects of how robotics and drones and all that are factoring to what we're seeing with Iran uh and the US here. Um first of all, is it fair to say that um military conflict is forever changed? It's not it's not a dynamic of necessarily boots on the ground, it's a function of who has the best technology.
SPEAKER_01I think like the technology definitely creates some nuances in the war, right? Like I think starting from the Ukraine war, you can't see the importance of drones. Uh and then now come to Iran, uh, you can like see Iran is using those very low-cost drones, right? Then as like a weapon. Then if US wants to defense the um, say the strait, like you need like millions, like you if you attack that use like a million-dollar missile, that doesn't really make sense. So it's really about like I think going forward, affordability is kind of like uh you think about how the economy, the war is gonna become, right? You don't want to burn another like $100 billion on the war because that's not sustainable. If you think about like Iran is gonna use very affordable drones to keep attacking. Um so I think that's kind of like the where you see the scenes start to change, right? Like going forward, the importance of those um robotics is gonna be bigger because if you think about like now the drones dominating the airspace, how about like on the ground, right? So I think like now, like I don't think like US government or just any government want to send massive troops um to like a modern war because this is just not fair, really like human fighting all those like technology machines. Um first you have I think Quadrupad. That's a really upcoming quadrupad. They already have like capability to really go into the buildings, right? Like going to all kinds of parents. So that's something potentially can be um more on the ground troops. Um you have seen all kinds of videos or film uh about like using quadrupad in in the warfare. So so that's kind of like really already happening. Um more like futuristic, I think, like is really the humanoid, right? Like you think about a humanoid um can do a lot of things like together with human troops or um go into like dangerous places um for humans. Um just that's kind of like another another uh application, I would think, for humanoid. Um a lot of purchase, definitely research ongoing by the government and the defense companies. Um so I think that's really changing the future of war, right? Think about like going forward, uh, you're gonna have increasingly more robots fight for human. Apparently, like we don't want to see like robots fighting human, right? So that's kind of like the the least thing we want to see. But that means like even countries like Iran, right? They're not really advanced economy. They can make very like pretty affordable robotics. And um, those robotics is really um driven by very like old technology, even right. So hardware is very very advanced, very affordable. So the shape of war can dramatically change going forward.
Defense Supply Chains And Bottlenecks
SPEAKER_02How much um uh influence is there by the US and and maybe other developed economies on the suppliers of these drones, right? So if the future of warfare is around drones and robotics and it's gonna be drones fighting drones and robots fighting robots, um it seems to me that um uh the edge will ultimately go to the the uh the country that basically prevents those those key supplies from going to Iran or from other you know to other countries that are trying to take advantage of that technology.
SPEAKER_01Yeah, exactly. I mean, like currently I don't think this whole supply chain is ready for that because at first, like we still don't have like a massive like war or just like war preparation globally. Um but even that like the global defense budget is is going up like in the Europe and US, that's kind of like the trend, right? So I think one thing that a lot of decision makers probably they didn't realize that how important those really like low even compared to like missiles or like super hypersonic jet, the drones and robotics, not that expensive, right? So but you need a lot, right? You need to defend um the other countries having those, right? So to really get ready for the supply chain of the drones for the like quadruped and robotics, that's something quite critical, right? Think about like using um kind of like reducers, models, and certain batteries for data setup, right? Then you need a lot of actually rivers for those kind of weapons well. So that's those really critical. I think that's really I think uh really got recognized by investors on the railroad side, but and many other components, many other supply chains still under the water. Um so so that's kind of like one area we believe could potentially uh get a lot of value uh going forward, not only because of, well, first, there's many other consumer applications on humanoid and quality pet, um, which is now taking off on the uh application side, but going forward, potentially the common purchase could be another um big um, I think, uh, rounding growth for those companies as well.
SPEAKER_02Supply chain aspect of it is where it gets interesting. And I think when um at least when I think about humanoid robots, I think about you know metals, right? Um because or and and whatever actually goes into the actual body of it. How flexible are these supply chains? Meaning, you know, if if if we're gonna ultimately keep on going and progressing towards this path of humanoids and robotic,
Actuators And The Precision Arms Race
SPEAKER_02is there enough stuff available to actually create these these robots?
SPEAKER_01Yeah, that's a good question. I mean, like some are, some not, right? Think about like where basic commodities like Luminan, that's probably easy, right? So if you think about like the components part, so what components you need, you need uh models, right? You need actuators. Um the most important part is the actuators because that's defined the f uh the freedom, like kind of like how many, how many like degrees of freedom for robotics, right? Think about like quadruple path, think about humanoid, you need a lot of flexibility, uh agility. So that's kind of like a very important part. Um then it comes to the reducers, the bearings, uh the boss screw, uh, all those components. Uh I don't think that's really already being used in some like electric vehicles, um, and other kind of like industries as well. Um, uh aerospace. So so those components uh I think is very critical. Um you need to invest a lot of those um supply chain to really make not only like cumin oil and quality better, but like EVs, and think about like that's that's kind of like where um uh like US and Europe is really um needed, right? So those components um together with the the power, right? Think about the batteries, think about the battery materials, those those come like uh very long supply. If you think about one company, I think the CEO of a humanoid company, they post on social media that there's like thousands of components, and within that thousands of components, there's probably like 20 to 30 countries. So it's it's very dynamic and very global supply chain so far. Um I mean, like definitely like you every country wants to be very strategic on this, but end of the day, you need to manage this global supply chain.
SPEAKER_02I uh I I've quickly tried to create an image of an actuator uh just kind of visually show this. I uh I mean you uh you know if this is obviously more accurate uh or not. And yes, I used AI real time as we're doing this. Um is it is this is this accurate? I mean this this looks pretty um pretty intense.
SPEAKER_01Yeah, this is pretty intense. Um there's uh there's a lineary, there's like a rotary, um uh there's linear uh actuators. So there's many many kinds of actuators um for the robots, for the humanoid. Um so if you think about it, like it's not really just have it, you have to really do the precision control, you have to build it right like within the your ecosystem of like your components. So I think like there's certain companies now controlling the edge because like it's not really about to have it, but it's what's the quality, right? How precise how precise this can be, because it's very important when think about certain movement, action, motion, those need very precision um control. So that's kind of like the key for a lot of companies. They have the know-how, they have experience of that technology for I mean 10, 20 years. And because they have been doing that for aerospace, they have been doing that for EVs. So that leaves um a very certain edge, I would say, competitive edge, for those companies
Finding The Picks And Shovels
SPEAKER_01to um keep dominating in certain component side.
SPEAKER_02I gotta imagine it is wildly difficult to even figure out what kind of companies are involved in all these little nuances, right? So um in the context of your ETF COID, let's talk about how you go about uh even identifying the companies that you know are so necessary for all these little components.
SPEAKER_01Yeah, exactly. So when we design COID uh index uh together with our index provider, uh we believe um that there's certain components that already have the supply chain agreement with those um humanoid companies, right? Think about like humanoid companies. Um there's so many, right? Like in the in the private space, um you have like figure AI, you have, well, Elon Musk is definitely like now doing a massive production ready. That's then that you have like electronic sanctuary. Um so then in international, like South Korean, you have like Rainbow Robotics, um, you have a lot of like traditional EV, like older companies in Japan, like trying to do culture pad and robotics. Then in China you have like Uni tree, you have like AGI, but so like you have so many companies that's like doing this mass production. Uh we believe that like the companies providing the core components for those companies uh in the private space uh actually can capture a lot of value. Uh the companies uh from the actuator maker, from the ball uh school, from the bearing companies, um, those mechanical systems, those like actuation systems, sensors, uh models, those companies actually they already have like long-term, some like have a long-term relationship with um like um some just like um starting this like tier one, tier two um supply chain test, right? Like check the box, send some sample, so they have like some agreement on sterling years. So those companies uh they already made a lot of announcements, like, oh, uh, we're the tier one, we're the tier two supplier. So I would think like those companies can be the pick and shoulders basically for the humanoid. If you think about humanoid, it's gonna become the next kind of like um AI, right? So the AI boom created like uh pick and shoulders benefit for like Nvidia and those SEM conductors. We think humanoid can create like pick and shoulder's benefit for those component companies.
SPEAKER_02And we're obviously still very early
Unitree IPO And The Humanoid S Curve
SPEAKER_02on this. Now there's this uh IPO unitry that uh is getting quite a bit of press and headlines. Let's talk about that and how important or maybe uh seminal is that uh is that IPO.
SPEAKER_01Yeah, exactly. I mean, like this is kind of like um we've been waiting for IPO, right? So as I said, so many private companies um in the space, in the humanoid side. Um so Unit tree is fighting, it's really setting kind of like a stage, right? Like think about um in the AI model side, like you have like Minimax, you have like knowledge Flash. Um their IPO is like setting the validation for a lot of private guys. Um so when you look at like fighting with Unitree, you realize this company is already profitable, right? Um the revenue has been growing very fast. Um, I think it's 1.7 billion RMB uh for the revenue, and the gross margin uh is over like 59%. Um the the revenue contribution perspective, um I think last year is like over 60% in quadrupat, uh, but this year the humanoid actually contributed more than 50% of the revenue. So you see the rise of humanoid as the gross driver compared to quadrupat. Uh but I believe both have like application um is gonna uh is gonna be like widely adopted across many industries. Um but just generally I think like if you have unitary IPO in in Shanghai this year, uh that valuation is gonna be a reference valuation for a lot of those private unitary humanoid companies. Um so so that's very important because like um when you have multiple humanoid companies um raising a lot of money, um, what's the next step, right? So everyone wants to be the next iPhone or the next Tesla, right, in the EV space. Um the next step for them is to really figure out how do we keep growing, right? So for them to keep growth to happen, you need mass production for their quadruped and cuminoid. Um so we think now we are still at an early stage of the S curve. If you think about any new industries, right? Um for EVs, um probably the S curve is very high. The drones, that's like late stage of S curve. Um for humanoid, it's still at the beginning. So when we have those IPOs coming, then a lot of capital deployed, uh, we're gonna see a lot of production line gonna be setting up for humanoids, which can be uh the kind of like S-curve start to happen.
IP Reality And US Versus China
SPEAKER_02How um how does intellectual um property protection play into uh some of this? Meaning, you know, uh, as I understand, a lot of it is is coming from China. Uh obviously we have patents in the US as world patents. But um how how protected are some of these companies from competitors?
SPEAKER_01Yeah, I mean, like so far, China's really leading in cost efficiency, right? So the cost efficiency uh leads to very affordable hardware, right? Think about like um like Unitry, for example. Like the hardware is not really crazy expensive uh and it's very good performance. Um but I think like US still uh so far leading the um the model side, uh leading the intelligence side, right? So there's a lot of good progress right now in the physical AI, right? Think about like um uh physical AI is really letting the humanoid, hold up, those robotic understand the environment. They can reason, right? Then can then plan what's the next move for those robotics. So, which is super important because the hardware is already ready. You see some performance of those like humanoids now, even can do Kung Fu, like flip and running. So those capabilities are already there, right? Now it just need to deploy those models into those humanoids and Hotel Pad. Um so several advancements I've been noticing. One is like Faith Feli, the professor like Stanford, um, from the company called uh War Lab. Um so I think like that's kind of like um Faith Lee is famous for kind of like laying a foundation for well Large Next model is today. Um training the digital AI, right? Think about like that's two-dimensional, right? In the image side, and there's like text side. Uh but now it's moving to 3D to 4D, um, to really training the robotic to understand uh our real three-dimensional world. So uh I think that's very natural when you have the same, same kind of like large data input to the 2D, the digital world. Now, applying
Physical AI Breakthroughs Investors Watch
SPEAKER_01that to 3D to 4D, um, the world model is very, I think, like capable going forward. Um, we're gonna see potentially some breakthrough on those. Um, and another one is the the Gin Fan from Nvidia, right? So I recently noticed like Gin Fan posted a video of those like um robotic hands uh assembling like a like a car. So that's something like very interesting with because previously we thought like humanoid quadruple pad, they can like they can do very big action, right? So flipping, running those like probably easier for them compared to say fix something very like um sophisticated, right? So um we like seeing that like from the gym fan um of the humanoid hand um assembling like a card, that's something I think like major breakthrough. Um so I think in this space, investors are gonna see more and more uh breakthroughs, like they kind of like seeing the AI in the digital world happening in the early days, where like Chat GPT or GPT-2 come out and GPT-3 is kind of like where people call it like GPT moment, like then uh we we are waiting for this GPT moment happening in the physical world where those war models, or just like those um the models by startups or like incubators can create this dramatic change to the intelligence of humanoid and culture pet. So by by that time, we think with the current advancement of the hardware, um, the software is going to be like a major boost to the performance of the humanoid, right? Think about like um doing laundry, doing dishes. Those are the early stage, but when you have the model ready, that becomes very possible.
SPEAKER_02The last few minutes here, talk about um the the construction of COID,
COID Construction Rebalancing And Allocation
SPEAKER_02how many holdings, how should one think about allocating to that ETF, how dynamic or maybe not dynamic it is, any kind of context around the funnel will be helpful.
SPEAKER_01Yeah, exactly. We think at this stage uh it's quite early. So this index is kind of like dynamic. Uh we have a quarterly rebalance framework. So each quarter we rank the company in the universe um by their relevance to the humanoid. And also look at like the supply chain criticalness. So how important this company is uh as a supplier to the humanoid company. So with those two scores, there's a rank. The 50 top 50 companies can be selected, uh, and it's equal-weighted. Uh, we choose the equal-weighted at this stage because we see um the value is really coming from all the places. Uh it's really hard to do market cap with it because that's gonna be concentrating Nvidia or like Tesla, those like big uh mega uh large cap like tech names. So it's really to do market cap with it. And it's also really hard to do kind of like thematic weighting because um uh we don't think we can see like clear winners today because there's so many new competitors um coming. And there's a lot of nuance in this industry. But we do see as an industry overall, there's a great growth potential. So that's why a lot of the holdings actually in the component side. I think like today we're well diversified in our geographic. It's about like one third in the US, one third in Asia, then one third coming in Europe. So very diversified allocation and very diversified, betting on the ecosystem, right? We have some names in integrators where company assemble, commercialize, and humanoid. There's some companies in intelligence providing the technology, but most of the holdings actually in the supply chain side and the body side, where they're providing the actuators, the models, sensors, critical materials, even. So it's an ecosystem that we believe can benefit from the rise of humanoid. So that's kind of like the COID basket construction. And we think at this stage, uh, we're going to see increasingly more clarity about how this industry is going to evolve, and we're going to keep updating the methodology as well.
SPEAKER_02Yeah, you've had some uh very solid growth on the fund, and the performance obviously has been quite strong. So um, for those who
Where To Learn More And Closing
SPEAKER_02want to learn more about COID, Derek Ridge with it too.
SPEAKER_01Yeah, so uh at Cranesheres.com slash KOID, you can see all the COID information about uh fact sheet presentation. Uh and we have published a lot of white papers and research articles on this topic. Um so that's cranchairs.com slash KOID. Um yeah, so basically we we keep getting a lot of information on the humanoid side. This is such a new industry, I'd say, but um so far there's a lot of um thought leaders, right, from the Silicon Valley, from the um finance world, um, is all betting on this industry. So given that, I I think this is quite an interesting idea because it's not really the technology sector, but it's also a lot of industrial. So it's not really the digital AI, it's the physical AI. So that's a natural, nested phase, right, for the AI to happen. Uh, we believe physical AI and the AI happening in the in the real world uh gonna be uh kind of like a developing phase for the next five to ten years.
SPEAKER_02And we'll learn more about Floyd on cranecares.com. I'll be uh periodically doing some of these lead leg live podcast episodes live, uh going back to that format. And I appreciate those that uh tuned in here. Thank you, Derek. I appreciate it.
SPEAKER_00Thank you. Cheers, everybody. All right, perfect.