Daniel Koss

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Daniel Koss

Daniel Koss

@daniel_koss

Founder of Edelbridge Capital. Concentrated public equities fund focused on AI infrastructure. Former pro gamer, YouTuber, and serial entrepreneur.

Switzerland Katılım Mart 2013
560 Takip Edilen14.3K Takipçiler
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Daniel Koss
Daniel Koss@daniel_koss·
Interview with $NBIS @nebiusai CRO @marcboroditsky & @itsalasdairmann If you enjoy the podcast, please share it with someone who’d appreciate it. Thank you ❤️ Timestamps: 00:00 Introduction to Mark Boroditsky and Nebius 00:41 Landing Major Deals with Microsoft and Meta 02:56 Building and Scaling Data Centers 04:36 Defining Contracted vs. Connected Power 05:45 Managing Demand and Pricing Strategy 07:43 Addressing AI Bottlenecks and Nvidia Partnership 09:54 Power Sources and Energy Strategy 13:39 Growth Metrics and Customer Expansion 23:02 Bitcoin Miners and AI Infrastructure 26:58 Valuable Assets and Market Opportunities 27:43 Skepticism and Market Realities 28:13 Future of Rental Environmental Business 29:05 Enterprise Demand and Market Trends 31:01 Vertical Integration and Competitive Edge 33:08 Specialty Infrastructure and AI 34:16 Cybersecurity in Integrated Cloud 36:19 Customer Feedback and Platform Advantages 43:19 Revenue and Profit Split Insights 47:57 Personal Journey and Joining Neas 51:23 Future Prospects and Execution
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Daniel Koss
Daniel Koss@daniel_koss·
@LandoInvests wtf is that X generated headline lmao, i thought we had quite a polite exchange. X really out here framing it max controversial haha
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Lando
Lando@LandoInvests·
I get done from work and this is the first thing I see $IREN vs $NBIS Awesome 😂
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Mid-Level Cruiser
Mid-Level Cruiser@midlevelcruiser·
the easiest way to settle the $NBIS vs $IREN debate is to shut up and buy both
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Daniel Koss
Daniel Koss@daniel_koss·
A few thoughts: 1. I don't know who @Agrippa_Inv is, but they strike me as someone who puts in the work, does the research, and forms a thesis grounded in conviction and a strong internal world model. This is the right way to invest, in my view, if you do it full-time and have the bandwidth. More people should share their thinking like this. X is better for it. 2. Unsurprisingly, as a $NBIS investor, I disagree with several of the points made. 3. That said, I genuinely enjoyed reading this post. It was well articulated and I appreciated hearing a thoughtful opposing perspective. 4. What I find deeply frustrating, and frankly embarrassing for both investor communities, is that every reasonable take like this one attracts only two types of responses: "yeaaaaah you're sooooo smart" from those who own the same stock, and "you're an idiot, have fun staying poor" from those who don't. The problem was never disagreement. Disagreement is healthy. The problem is the complete absence of decency and taste in how people engage. And that is exactly why arguing in the comments with those people is pointless. I will block anyone in my replies who resorts to insults simply because they disagree. Now, regarding the substance: no, I won't be writing a 10 page long, combative rebuttal. I don't have the time right now. For those who need constant reassurance, I will share my simplistic view though: My view is straightforward. I believe inference demand will be staggering. I believe we'll be dramatically short AI compute sooner than most expect. Many companies are positioned to benefit, but as a stock picker, I want the one best positioned to capture that value. I don't believe owning physical infrastructure or having grid-secured energy contracts is the key differentiator long term, though I absolutely recognize these are valuable, strategic assets that can accelerate timelines. What I do believe is this: Nebius is building an ecosystem with multiple layers of value-adding services. They get mischaracterized as only a software company that secretly does Bare Metal deals. No, they are a full stack company that truly does it all. Infrastructure, software and much more. In my view, they are the only potential next hyperscaler with true full-stack expertise, world-class across every dimension. And I have very high confidence in their management to deliver, based on past execution against promises, skillset, and track record. I don't have that same level of trust in other companies. Can $IREN outperform? Absolutely. I'd characterize it as higher risk, higher reward. I could write 40 pages on this, but I don't see the point. I don't have a Substack to sell right now, and I know most people would just read an AI summary of it anyway. At some point in the future, these companies will both trade based on execution. Right now the reality is they don't. Currently they trade together like twins. Love it or hate it, that's the reality today.
𝐀𝐠𝐫𝐢𝐩𝐩𝐚 𝐈𝐧𝐯𝐞𝐬𝐭𝐦𝐞𝐧𝐭𝐬@Agrippa_Inv

Why I’m Not Invested in $NBIS First of all, let me make one thing clear: contrary to what you might think, I’m not an $NBIS bear. But then again, I’m not invested either… and for good reason. Nebius positions itself as a holistic cloud platform with superior software technology that caters to AI-native start-ups and enterprise clients. That in and of itself isn’t a problem, but it means they're directly competing against the largest hyperscalers in the world, who are also targeting that exact cohort with their own set of software solutions (Google Cloud, Microsoft, etc.). Nonetheless, if $NBIS can successfully differentiate itself with its core offerings, it could gain some pricing power, which is the company’s best shot at one day becoming profitable. The problem is, $NBIS is VERY far away from that… Looking at the last quarterly filing, the company’s gross expenses + depreciation equaled ~110% of its revenues. In other words, these two cost categories exceeded the value of the underlying revenues ($249.2m vs. revenue of $227.7m). To be fair, last quarter Nebius still used a 4 year depreciation schedule on GPUs, which is rather short and overstates depreciation. Adjusting for a 5 year depreciation schedule (industry standard) leads us to $144.6m of depreciation. Then, adding gross expenses of $68.5m on top gets you to $213.1m, which equals 93.5% of revenues. And keep in mind, this figure does NOT include the hundreds of millions in costs spent on SG&A, R&D, and financing (interest). So what’s my point with this? The problem is, these are STRUCTURAL costs, the kind that scale with revenue, meaning you can’t easily grow out of them through sheer scale. My point is that $NBIS' pricing power is nowhere to be seen, at least not relative to its costs. Now, most $NBIS investors would probably argue that we are still "early" and that pricing power will show up eventually. My problem with that argument is that the company seems to be allocating a very large chunk of its pipeline towards servicing hyperscalers through bare metal offerings, the kind of “bulk” service that does NOT command significant pricing power. That means, fundamentally speaking, $NBIS is likely very far away from actually becoming profitable. And while right now everyone is focused on headline figures like ARR, the market’s patience will run out eventually... it ALWAYS does for every company. One day, the market will demand to see real profits flow down to the bottom line, and I’m not sure if $NBIS is structurally positioned to deliver on that any time soon. To make matters worse, investors can’t even model out the economics of these large hyperscaler deals, because management provides absolutely 0 information on anything except headline figures. We don’t even know the CapEx associated with these deals, or at the very least, the number of GPUs they have to purchase to fulfill their end of the bargain. Contrast that with a company like $IREN, which gives you all the necessary information to build an entire P&L and cash flow model over the full course of the contract length, which is exactly what I’ve done extensively for our subscribers on Substack. I have a VERY good idea of how much actual post-tax net income $IREN is making in every year of their hyperscaler contract. There are other reasons that further point in the same direction, but I won’t get into them right now. If they fix their cost structure one day, I’m happy to reconsider my stance. But as of today, their “black box” approach to publishing details on their largest deals makes them uninvestable for me.

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Daniel Koss
Daniel Koss@daniel_koss·
$VELO orders are filling. I won't pretend to call the bottom. This could look painful in the near term. But three things have my attention: 1. Customer momentum is real. Multiple $VELO clients are publicly announcing new deals and orders. Revenue recognition is a matter of when, not if. 2. Insider conviction • CEO Arun Jeldi acquired a $5M promissory note from an existing holder and immediately converted into common stock at $16.38/share. That's a ~56% premium to where the stock was trading at the time. • Director Ken Thieneman converted a $10M note into equity at $10.50/share. • Net effect: ~60% of total outstanding debt eliminated, leaving only ~$10M on the balance sheet. 3. At ~$12.30, you can now buy $VELO at a 25% discount to where the CEO (and the company's largest shareholder) just priced his own conversion. Earnings on March 24th. When insiders are converting debt into equity at a premium and customers are stacking orders, the signal-to-noise ratio improves considerably. NFA, this stock is volatile and risky.
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Daniel Koss
Daniel Koss@daniel_koss·
I think the framework of what is "the" bottleneck is wrong. I think there are many. Talent, power, GPUs, memory, etc. I bet on Nebius to overcome all these current and future coming challenges, because I heavily prioritize team above the rest. I think for all the infra problems the right team can come up with incredibly and highly innovative solutions. I already know many things that are happening behind the scenes that NOBODY on X even talks about. There are off grid power solutions that nobody knows about. Some of them are controversial, that's why they don't get talked about. But they exist.
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Beav Invests 🦫
Beav Invests 🦫@beavinvests·
Strong points. Well written. Only point I’d disagree with: As you would agree, we are, and will be massively short compute. The question is why? What’s the bottleneck? That bottleneck is fundamentally power. And more specifically, conversion of that power into compute. If that’s where the value capture is, $IREN seems clearly better positioned.
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M. V. Cunha
M. V. Cunha@mvcinvesting·
$DLO is still VERY cheap here. Happy shareholder.
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Daniel Koss
Daniel Koss@daniel_koss·
$MU down after these results? What am I missing?! I'm adding and holding ✌🏻
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Daniel Koss
Daniel Koss@daniel_koss·
@Red7_Trading I toooootally get volume, resistance, etc. but the freaking drawings get me lmao
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Red7 Capital
Red7 Capital@Red7_Trading·
@daniel_koss Aside from support and resistance, which speaks to supply and deman, and some self fulfilling aspects like MAs, TA is total bullshit.
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Daniel Koss
Daniel Koss@daniel_koss·
Interesting $MU observation: Almost all bulls argue fundamentals. Stock is cheap (not today, forward P/E). Many of them actually work in semis and understand how memory cycles play out (and why this time it might very well in fact be different due to structural demand exceeding capacity buildout for many years to come). The bears argue technicals. Charts, lines, patterns. Mostly finance bros who couldn't explain what inference means, why it matters for memory, etc. "AI bubble will pop soon" vibes. Understanding of AI and real world demands ZEEEEEEERO. Funny thing is, those charts only ever seem to appear *after* the dump. Every. Single. Time. But yeah "told you bro". No, you literally didn't. Almost like drawing lines through past data isn't a prediction. Sorry, feeling a bit frustrated with some TA bros lately.
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Daniel Koss
Daniel Koss@daniel_koss·
@BubbaGde - bad macro (fomc, iran) - high expectations already priced in - sell the news idea - fear memory is still cyclical i think fundamentals are stronger than all of that LT.
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Bubba G
Bubba G@BubbaGde·
@daniel_koss Ask yourself why there was a dump on a stellar earnings beat in the first place
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Daniel Koss
Daniel Koss@daniel_koss·
@nanalyzetweets Looking forward to it! Would love to hear about your favorite ways to invest in this (by now contrarian?) take :)
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Nanalyze
Nanalyze@nanalyzetweets·
@daniel_koss We have a video coming out on this on the back of some "boots on the ground" research in Chile. The supply side is the real shocker here. (Wait for it... wait for it.) Most people don't see this coming. ;)
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Nanalyze
Nanalyze@nanalyzetweets·
Most investors don't understand the $COPPER thesis. It's a lot more than just AI. S&P Global put out an excellent report on the demand for copper through 2040 - basically over the next 15 years. Copper demand will double reflecting roughly a 2.74% CAGR. AI only accounts for 10% of the demand increase while electrification accounts for 50% and core demand accounts for 36%. The point is that AI is just a small component of the copper shortage thesis.
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Daniel Koss
Daniel Koss@daniel_koss·
@AdnansArk Bloated based on what? a line on a chart? it's not bloated based on fundamentals if you're forward instead of backwards looking.
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AdnansArk
AdnansArk@AdnansArk·
@daniel_koss You're missing the part it's bloated right now .. 350s before higher
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Daniel Koss
Daniel Koss@daniel_koss·
@nanalyzetweets Even within AI I genuinely believe Jensen when he says that despite trends and addition of photonics solutoins, copper demand will increase aswell.
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Nanalyze
Nanalyze@nanalyzetweets·
@daniel_koss Precisely. So it's estimated that of the demand for copper attributed by AI (around 10% in this chart), the most optimistic scenario would be a single digit impact by photonics though that seems pretty bold.
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Daniel Koss
Daniel Koss@daniel_koss·
AI investors who are worried about Taiwan-related risks and global investors who are worried about the Iran conflict getting worse instead of better should all be looking at Kraken Robotics exposure as a hedge. The best part is that this company will do well even if the conflicts de-escalate as ramping up these defensive capabilities is not optional. $KRKNF / $PNG.V
Kraken Robotics@KrakenRobotics

Sea mines remain a persistent maritime threat - modern systems sit on the seabed, disguised and difficult to detect. Kraken Robotics supports MCM with high-resolution SAS, enabling confident detection and classification at scale. Read more: ow.ly/k2R650YweM3

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Daniel Koss
Daniel Koss@daniel_koss·
$OUST @ NVIDIA GTC 2026 KION Group (one of Ouster's largest customers) presented "From Simulation to Real Operations: Physical AI in the Warehouse" at GTC this week. What was shown: - Autonomous warehouse trucks + AI human detection, live (not demo) - Built on NVIDIA Isaac + Omniverse + Jetson - Ouster lidar + Stereolabs cameras (acquired Feb 2026) running in a single NVIDIA-accelerated pipeline via ZED SDK 5.2 NVIDIA Isaac Sim documentation now includes native support for Ouster OS0, OS1, and OS2 sensors out of the box.
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