

Daniel Koss
5.6K posts

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












Omg Korea is soooo savage. My friend failed her job interview in Korea and she said it's because she was overweight... apparently, the interviewer said "if you can't even manage your fat, how will you manage a job?" WTHHHHH Do they really say those things straight up to the job applicants?










Watching Micron go from $80 billion to a trillion dollar market cap within the span of a year

Everyone who got burned on lidar SPACs back in 2022 wrote off the entire group, and that fatigue is exactly why almost nobody noticed that $OUST quietly became the revenue leader of the whole category while trading at a fraction of its flashier peers. That gap between the perception and the reality is the setup worth understanding. Props to @daniel_koss for putting this on my Radar (Video below). Ouster builds digital lidar, the laser-based 3D eyes that let cars, robots, drones, and smart-city systems actually see the world, and after merging with Velodyne it now owns the widest sensing and perception platform in Physical AI. The portfolio runs from its OS digital lidar line to solid-state sensors, the Velodyne surround-view units, Gemini perception software, the BlueCity traffic platform, and the ZED cameras and AI compute it picked up buying Stereolabs. Hardware plus perception software plus custom silicon under one roof is a real moat in a market full of single-product startups. The financials are where the crowd reads it backwards. They see a net loss and an EPS miss last quarter and they file it with every other failed lidar name, but they skip the part that matters. Ouster just posted its 13th straight quarter of product revenue growth, revenue jumped 49% to about $49M, GAAP gross margin climbed to 43%, and the adjusted EBITDA loss narrowed to $7M while management holds operating expense growth to single digits. They are guiding toward a sustainable 35% to 40% gross margin and a path to profitability in 2027, and they are doing it with about $175M in cash and no debt, which is the strongest balance sheet in the group by a wide margin. The catalyst that just landed is the one I would not ignore. Two weeks ago NVIDIA cleared Ouster's new Rev8 lidar through its DRIVE Hyperion qualification, which makes the sensors eligible to run on NVIDIA's platform for Level 4 autonomous vehicles, and the stock jumped 26% on the news. That drops Ouster into the same NVIDIA reference lineup as Aeva and Hesai, which matters for the next wave of robotaxi and autonomy programs being designed around NVIDIA right now. The valuation piece is what makes the whole thing click. Aeva, the lidar name everyone chased for a 431% run, carries a market cap near $1.4B on roughly 30 times forward sales while guiding to maybe $36M of revenue this year. Ouster sits at a similar market cap near $1.7B on about 7 times sales, except it is doing more than eight times Aeva's revenue and still growing 49%. The market paid a rich premium for the smaller, earlier, faster-burning peer and left the actual revenue leader sitting cheap. Analysts carry a Strong Buy with a consensus target around $39 and a Street high of $50. I will not pretend the risks are gone, because Ouster still loses money on a GAAP basis, it just put an at-the-market program in place to sell up to $100M of stock that can dilute holders, and lidar pricing competition out of China stays brutal. The flip side is that the balance sheet removes any near-term funding gun to the head, the diversified base across automotive, industrial, robotics, smart infrastructure, and defense means it does not live or die on one design win, and that NVIDIA qualification is the kind of validation that pulls in the next round of customers. So the market is still pricing a busted SPAC that burned people three years ago, when what it actually owns is the broadest perception platform in Physical AI, the most revenue and the best balance sheet in lidar, and a fresh NVIDIA stamp, all at roughly 7 times sales. Every robot and autonomous machine being built needs eyes, and that perception layer is scarce the same way compute is, the same logic that pulls me toward Bitcoin and the rest of the AI buildout. A roughly $1.7B company that became the category leader while everyone was looking the other way. NFA. Do your own due diligence.

Big Whale Alert Someone just deposited over $300K into @daniel_koss "AI Infrastructure" portfolio The portfolio is a concentrated bet on AI infrastructure & is currently up +117% in two months




I've hinted at this many times, often half joking, but I just want to write this down for the record: It looks very possible that $NBIS and $IREN will partner in the future. The reason for that is very obvious: IREN has valuable physical world assets and Nebius can get the highest value out of them. I would not be surprised if $NBIS buys $IREN at some point in the future. For now a profit share looks less profitable for IREN than building their own competitive offering, but if that attempt fails, which I see as the most likely outcome, talks would obviously happen if egos aren't too big for this and rational voices will win. Consolidation will happen at some point, seems obvious to me. Don't really care how unpopular this take will be. The time for this is however probably not at today's prices.