ShadowAlpha AI

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ShadowAlpha AI

ShadowAlpha AI

@shadowalpha_ai

ShadowAlpha AI extracts predictions from YouTube, X posts, and PDFs, then tracks them with live prices. See win rates, P/L curves, etc. Not investment advice.

شامل ہوئے Mart 2026
495 فالونگ512 فالوورز
پن کیا گیا ٹویٹ
ShadowAlpha AI
ShadowAlpha AI@shadowalpha_ai·
Our analyst stock prediction tracking app has undergone a significant facelift, with new features. We are looking for a few testers who are willing to submit bug reports or feature requests. We're willing to take on a limited number of testers - we'll give you free access in exchange for feedback. Please feel free to reach out with a DM if interested! :)
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ShadowAlpha AI
ShadowAlpha AI@shadowalpha_ai·
@Barchart This guy is seriously unhinged. It takes just one person to lose their life savings and they can have a case against this guy.
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Barchart
Barchart@Barchart·
This has to be in contention for the absolute worst financial advice of all-time 🚨🚨🚨
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ShadowAlpha AI@shadowalpha_ai·
@amitisinvesting This is why it is so important that we keep analysts like this accountable for what they say. A lot of these guys will still have followers supporting them despite their fraud, rugpulls and other scandals.
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amit
amit@amitisinvesting·
Guys. Andrew Left, founder of Citron Research, is going to jail. This guy used X to move share prices and make $20M. He also tried shorting Palantir and posting on X to get people to short with him. Well…that didn’t work. When people ask me why I don’t post about these sub $500M market caps or low float stocks…this is why. PLEASE BE CAREFUL. I cannot believe some people here with big followings post about these names as if they don’t realize they absolutely can move the stock. Worst is when they post about the stock going up as if they weren’t the ones that moved it…are you begging for the SEC to come visit you? You don’t mess around with the SEC. If you don’t have Elon-lawyer type of money, you really don’t mess around with the SEC. I don’t care how good your thesis is, if the float is small enough to be moved because of your content then YOU HAVE TO take it seriously. I’ve literally seen people ask me to talk about a $30M market cap company as if that would be a smart thing to do. It’s not worth it. It’s never worth it.
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ShadowAlpha AI
ShadowAlpha AI@shadowalpha_ai·
@kaikaibtc @aleabitoreddit @crux_capital_ We do this with 120+ analysts currently, and then you can use the AI agent to ask any question, find any correlation between everything that they've ever said about any stock. I like using it to find analyst consensus when doing my due diligence.
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K三 凯
K三 凯@kaikaibtc·
我把Serenity和Crux这两个美股狂魔,蒸馏成了一个自动投研的Agent 上周我扒了 Serenity(@aleabitoreddit)的 1073 条推文,5 个月 32 倍。 这次我又扒了第二个人——Crux Capital(@crux_capital_),五个月 647 条原帖,126 个价值票。 Serenity窄而深:找一个制胜点,押死。 Crux 宽而有纪律:画一张六层栈,每层按执行力排仓位。 看完我有点难受,不是因为收益图太夸张。是我发现,这两个人干的根本不是传统意义上的“选股”。 他们是在搭一条投研流水线, AI 负责搬砖,人负责最后拍板。 1⃣ 他们的方法论:先拆机器,再找堵点 他们看一个赛道,不先问“谁会涨”。 先问的是: 这台机器到底长什么样? BOM 里最难替代的零件是什么? 如果其中一家明天停产,下游要等多久? 这个问题一问出来,视角就完全变了。 大家还在盯 GPU、HBM、电力这些第一层热点时, 他们已经往下抠第二层、第三层: 激光器、InP 衬底、外延、测试、连接、冷却、配电…… Serenity 最狠的地方,是死盯单点故障。 Crux 更像工程师,先画一整张栈,再给每层贴标签: 谁是龙头, 谁是瓶颈, 谁只是会讲故事, 谁又是那种没人聊、但每台机器都得用的“无聊必需品”。 2⃣AI 在他们手里,不是军师,是苦力 普通人用 AI 做投资,喜欢问: “这票能买吗?” “帮我总结一下财报。” “这个赛道有没有机会?” 这种问法,说到底还是在等答案。 他们不是这么用的,他们让 AI 去干最脏最累的活: 拆机器, 顺着零件找供应商, 再找供应商的供应商, 横着读多家公司财报和电话会, 把“产能打满”“认证快结束”“明年放量”这些零碎信号拼成一张图。 说白了,AI 没替他们赚钱,AI 只是把研究量的上限硬抬上去了。 3⃣所以我把这套东西蒸馏成了一个 skill github.com/qiuqiubuchongl… 它不干一件很俗的事:上来就给你甩股票代码。 它先跑五步: L1 先确认终端,到底研究的是哪台机器、哪套系统 L2 再画供应链栈,搞清楚谁在第几层 L3 找真正的卡点,卡的是产能、认证、热、电、良率,还是材料 L4 用财报、产业新闻、研报交叉验证 L5 先给方向,再给名字,最后才谈仓位 我蒸馏的不是他们买了什么,我蒸馏的是他们怎么提问,怎么排除,怎么把热闹拆成一个个能验证的环节。 4⃣举个例子,人形机器人接下来该买什么 大部分人第一反应都是特斯拉、英伟达、总龙头。 但这个 skill 不会先看这些。 它会先问: 如果 Optimus 真开始放量,最先紧张的是哪一层? 如果谐波减速器已经被市场盯得很紧, 那下一步就该继续往旁边看: 每个关节都离不开的力传感器,有没有被认真定价? 重点不是马上得出“买谁”。 重点是先知道:你该查哪一层。 顺着这套方法继续往后推, 我现在最想深挖的,反而不是更拥挤的 GPU 叙事。 而是AI factory 的供电 + 液冷 + 物理交付层。 原因很简单。 芯片再猛,电接不进去也白搭。 柜子再多,热散不掉也白搭。 模型再聪明,机房交不出来,还是得排队。 这条线不性感,不热闹,也不太适合吹牛。 但真缺了它,项目就只能往后拖。 最后 看完 Serenity 和 Crux,我最大的感受其实挺扎心的: AI 没有让投研变轻松。 它只是先把偷懒的人淘汰了。 以后谁再跟我说 “AI 会让投资越来越简单” 我大概只会回一句: 简单个屁,马太效应罢了,你有的他给你更多,你没有的,他把你已有的都给抢走。
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ShadowAlpha AI
ShadowAlpha AI@shadowalpha_ai·
@RosannaInvests A lot of people misunderstood this. It created quite the opportunity for smart money to take more positions.
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Rosanna Prestia, MBA
Rosanna Prestia, MBA@RosannaInvests·
$ASTS dropped 15% because a Blue Origin rocket exploded. Here's what the panic got wrong: The pad that was destroyed was Blue Origin's New Glenn complex - a different rocket, a different company, a different pad entirely. No $ASTS hardware was anywhere near it. 🚀 AST's next launch - BlueBirds 8, 9 & 10 - flies mid-June on a SpaceX Falcon 9, from SpaceX's own facility. Two of the three are already at Cape Canaveral. The explosion didn't touch it. This is the entire point of AST's multi-partner launch strategy - $SPCX SpaceX, Blue Origin, ISRO. One provider goes down, you pivot and keep flying. That's design, not luck. Could the full-year cadence slip a quarter while Blue Origin rebuilds? Maybe. That's timing - not thesis. And the thesis just got STRONGER: → FCC just authorized commercial SpaceMobile service in the US 🇺🇸 → $1.2B+ in contracted carrier commitments → ~$3.5B cash - a fortress balance sheet → 95% vertical integration, building 6 BlueBirds/month → Direct-to-cell broadband to ~6 billion phones, no new hardware And the part nobody's saying out loud: the same explosion delays $AMZN Kuiper - a key AST competitor just got pushed back too. The bears got a headline. Long-term holders got a sale. 🛰️ Very Bullish - Long $ASTS 🚀
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Rosanna Prestia, MBA@RosannaInvests

🚨 $ASTS is approaching its most consequential launch in company history. 🔥 The future-focused thesis retail still isn't sizing: 🚀 THE LAUNCH ARRIVING IN WEEKS: ✅ BlueBird 8, 9, 10 launching MID-JUNE 2026 on SpaceX Falcon 9 ✅ BB8 + BB10 already at Cape Canaveral (arrived May 22) ✅ BB9 en route from Texas manufacturing ✅ Pivoted from Blue Origin to SpaceX after BB7 setback (insurance recovered cost) ✅ Network target: ~45 operational satellites by EOY 2026 ✅ Production cadence: BB 11-33 in advanced stages 📡 WHAT THESE SATELLITES ACTUALLY DELIVER (Block 2 specs): ✅ ~2,400 sq ft phased-array antennas — LARGEST commercial arrays EVER in LEO ✅ ~3x larger than first-gen (BlueWalker 3 was 693 sq ft) ✅ AST5000 proprietary ASIC with 10 GHz processing bandwidth ✅ Target 120 Mbps peak per coverage cell ✅ Block 1 BlueBird already achieving 98.9 Mbps in orbit ✅ Direct connection to standard 4G/5G smartphones — NO special hardware 🌍 THE COVERAGE & PEOPLE IMPACT: ✅ ~6 BILLION mobile subscribers globally addressable ✅ Ground network integration spans 2.9B population ✅ Each satellite covers thousands of square miles via multi-beam ✅ Reaches the unconnected — rural, remote, maritime, mobile dead zones ✅ Disaster zone communications (no terrestrial infrastructure needed) ✅ FCC commercial authorization secured for SCS (Supplemental Coverage from Space) 🏦 THE PARTNERSHIP STACK ACCELERATING: ✅ AT&T + Verizon JV announced May 13 — "End dead zones" initiative ✅ Vodafone JV: Satellite Connect Europe (German ops center) ✅ Orange partnership: Direct-to-cell Romania trials late 2026 ✅ 21 EU member states expressing interest ✅ ~$1.2B contracted revenue commitments 🛡️ THE STRUCTURAL MOAT: ✅ ~3,900 patent and patent-pending claims (CEO direct quote) ✅ 1,100 MHz tunable MNO spectrum ✅ 45 MHz MSS lower mid-band + 60 MHz S-band (ex-North America) ✅ FCC commercial authorization secured ✅ ~$3.5B cash position (fortress balance sheet) ✅ 500,000+ sq ft manufacturing globally ✅ Texas micron facility: 10 satellites/month capacity 🔮 THE FORWARD CATALYST STACK: → Mid-June 2026: BlueBird 8/9/10 launch (THE catalyst) → Q2 earnings August 17: revenue ramp visibility → FY26 revenue guide $150-200M (management guided) → Continuous deployment toward 45-satellite constellation EOY 2026 → Vodafone JV commercial activation 2026 → Orange Romania D2C trials late 2026 → AT&T/Verizon JV operational → Path to 100+ satellite constellation through 2027 🎯 WHAT MAKES THIS STRUCTURALLY DIFFERENT FROM STARLINK: Starlink: 9,600+ satellites, requires special terminals, replaces terrestrial broadband $ASTS: <10 satellites deployed today, connects directly to EVERY smartphone, complementary to existing mobile networks This isn't a Starlink competitor. This is a complementary infrastructure layer that turns 6 billion existing phones into satellite-enabled devices. $ASTS makes mobile networks WORK where towers can't reach. The market is pricing the satellites that exist today. The trajectory is pricing the 45-satellite constellation arriving. When BB8/9/10 deploy in mid-June, the constellation expands geometrically not linearly. This is the inflection BEFORE coverage becomes commercial-grade reality at scale.

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ShadowAlpha AI
ShadowAlpha AI@shadowalpha_ai·
@cherryPayment He claims he's got the rest in boring funds and just plays with $50 k-$100k worth of funds. That part is very suspect - I trade with the same amount but I do not claim to have a NW of $11 MM. This is the sticking point, it's essentially <1% of his entire net worth. Seems suspect.
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mark
mark@cherryPayment·
当一个人年收入上百万 然后开启订阅费199美金开始分析教导大家如何买股票,你是否会觉得你找到了通往成功的道路? 但实际上,当你听从他的建议all in的时候,他只用几万美金作为交易筹码。 你亏损了所有,而他赚取了上万的订阅费和百万的流量,他失去的就几千美金。 所以他很聪明也很善于操作流量………
JC Merlo@itsjcmerlo

Im sorry @kevinxu This is disingenuous lol Im actually going ALL IN with my life savings while your not even risking… * checks notes * 1 month of your subscriber revenue fees? Idk doesn’t seem to coincide with what your saying Your on track for ARR of $1M per year… I will claw and fight to get that 5x bagger from here while you have it guaranteed we are not the same! PSA have to screenshot because he blocked me and isn’t willing to have a discourse oh well

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ShadowAlpha AI
ShadowAlpha AI@shadowalpha_ai·
@Kaizen_Investor Yup, that's what we do. You don't have a premium subscription, do you? Everything you post here is accurate to what you are trading?
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KaizenInvestor
KaizenInvestor@Kaizen_Investor·
If you are older than 25 and don't have a million yet you should subscribe to my X-account. A scam has 3 main characters: 1. It triggers a feeling 2. It creates a sense of urgency 3. It wants you to do something This sentence has it all. Triggers the feeling of everybody above 25, creates a sence of urgency because you need to change the situation now and tells you to subscribe. That is why I read this sentence so much on X. Be carefull with these kind of set-ups. Those people almost always just want your money. An offer that expires in 8 hours? Just to trigger your sense of urgency. It works, it's psychology and certainly in a highly competitive environment as FinX. You got great stock pickers, analysts, writers, all for free. So, the only way they can make you subscribe is too trigger your feelings. Not targetting any one, just want my followers to be informed. You can always subscribe to someone, but be sure he/she provides you real value.
Black Panther Capital@BlackPantherCap

Looks like I don’t have to work anymore. I’m going to get A LOT hate for this post. That’s fine. Let me say something nobody on FinTwit has the courage to say out loud. A large percentage of the “investors” you’re following on here don’t have the net worth they claim. I won’t name names. But I’ve done the math on some of these accounts. The position sizes, the entry points, the claimed returns. The numbers don’t add up. Let me be clear: +100% returns are possible. I’ve had them. But they are NOT normal. They are NOT repeatable every quarter. And when someone is posting +100%, +200%, +300% consistently with zero drawdowns, zero losses, zero doubt, that’s not investing. That’s a narrative. Here’s the actual business model most of you are funding: → Build hype → grow followers → convert to paid subscribers → invest the subscription revenue → repeat You are not following a millionaire investor. You are funding one. The “gains” are the content. The portfolio IS the subscriber base. The lifestyle you’re admiring? You’re paying for it directly. Real millionaires don’t need X. They don’t need your $49/month. They do not care if you follow them or not. I promise you. What you’re actually looking at in 90% of cases: someone under 26, fluent in AI tools, who figured out that follower growth → subs → income is a more reliable business than actual stock picking. That’s not an insult. It’s a legitimate model. But know you know what you’re buying into. The tell and this is where pattern recognition matters is the psychology. They don’t need to be right to feel safe. The ego-driven ones? Every bad call is “the market’s fault.” Every criticism is a “hater.” The position never changes because the position is their identity, not their portfolio. That FRAGILITY is the signal. I’m not writing this to tear anyone down. I’m writing it because some of you are making real financial decisions based on people playing a completely different game. There are genuinely BRILLIANT people on here. Follow the ones who show losses as readily as gains. Follow the ones who change their mind when the data changes. Everyone else look a little closer before you hand over your trust. Or your money. Stay sharp. PS. Yes, the picture is fake. I made it. With AI. Took me 30 seconds. That’s how easy it is. I’ll be back at work again Monday, for now. -BP

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Luc
Luc@investingluc·
My goal is to be one of the top active investors alive. I’m completely delusional. Started from ground zero. Self taught. Thinking I can be the next qullamaggie. Or camillo. Next wizard. If another man can use the markets to go from flat to $100M, then why not me? Dead serious.
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CK Capital
CK Capital@CKCapitalxx·
$EOS.AX is my largest position and I believe this is just the start. I genuinely have so much conviction. The world has a drone problem that is not going away. Cheap drones costing a few hundred dollars are being used to attack military assets worth millions. Every defense force on earth is scrambling for a way to defend against them affordably. Traditional missiles cost more than the drones they shoot down. The math does not work. $EOS.AX built the solution. Directed energy weapons that destroy drones with a beam for pennies per shot. And their NiDAR AI software is not theoretical. It has been battle proven in active conflict defeating Shahed drone and missile attacks. In defense procurement, field credibility against real threats is the only thing that matters. EOS has it. The MARSS acquisition completed the full counter-drone stack. Detect. Decide. Defeat. All under one roof. That is what separates $EOS.AX from every pure hardware competitor in the space and what justifies premium pricing on every contract. Now look at the trajectory. The combined order book went from A$136 million at the end of 2024 to A$726 million today. A €102 million contract from a Middle East national defence force just signed with 70% of that revenue hitting in 2026 and 2027. Management has flagged multiple additional pipeline opportunities each over $100 million. And the macro backdrop could not be more supportive. Global defense spending is accelerating. Drone warfare is now a permanent feature of every modern conflict. Every dollar spent on drone offense creates demand for the counter-drone defense that $EOS.AX specializes in. A 5.3x order book expansion in 17 months. Battle proven technology. The complete counter-drone stack. A pipeline of nine figure opportunities. And a defense spending supercycle behind all of it. This is why it is my largest position. And I think we are still in the early innings.
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JC Merlo
JC Merlo@itsjcmerlo·
@shadowalpha_ai @kevinxu Follow me and post you can see all the sub trades immediately as I’m following it for the people but I’m actually ALL IN
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JC Merlo
JC Merlo@itsjcmerlo·
Im sorry @kevinxu This is disingenuous lol Im actually going ALL IN with my life savings while your not even risking… * checks notes * 1 month of your subscriber revenue fees? Idk doesn’t seem to coincide with what your saying Your on track for ARR of $1M per year… I will claw and fight to get that 5x bagger from here while you have it guaranteed we are not the same! PSA have to screenshot because he blocked me and isn’t willing to have a discourse oh well
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ShadowAlpha AI
ShadowAlpha AI@shadowalpha_ai·
@optionscjp Some are so obvious it’s not worth tracking. FinX is just such a rich target for them because everyone is already willing to take risks with their money.
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Options selling with Christian
So many fraudsters on this app it’s insane Stay safe out there and be careful who you follow. There are some gems on here that if you follow can change your future bloodline’s wealth for good Tooons of scammers though.
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Paulo Santos
Paulo Santos@ThinkFinance999·
This $RKLB thing doesn't have a way to grow into its valuation. It already trades like it's SpaceX. People probably don't understand that SpaceX only does something around 40-50 launches per year for third parties, or around $4bn in revenues from launches. RKLB won't surpass that - there's no market.
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ShadowAlpha AI ری ٹویٹ کیا
CK Capital
CK Capital@CKCapitalxx·
Humanoid robots are going to be the largest wealth creation event of the next decade. Here is how I am playing it before everyone else figures it out. Most people are waiting for Figure or Boston Dynamics to IPO at $30 to $50 billion. By then the easy money is gone. My play is two stocks that are already in production with real humanoid customers today. $AMBA — The brain. The edge AI inference chip that processes everything the robot sees in real time. On device. In milliseconds. 15 years of software depth baked in. One of the only Western pure play edge AI chips at scale. Already in production with autonomous vehicle and robotics customers globally. $VPG — The senses. Precision force sensors and strain gauges that tell the robot what it is feeling. How hard it is gripping. How much weight it is carrying. Whether it is about to drop something. Already booking orders with four different humanoid developers. CEO confirmed low teens millions in humanoid revenue coming within a few years at $400 to $500 sensor content per robot. A humanoid without $AMBA cannot think. A humanoid without $VPG cannot feel. The wave is coming. I am not waiting for the IPOs. $AMBA $VPG
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Marco
Marco@theCFOInvestor·
@CKCapitalxx Do you think we are too early to the robot market where there will just be hype and not enough momentum once hype goes away?
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CK Capital
CK Capital@CKCapitalxx·
The humanoid robot market is going from $1.8 billion today to $38 billion by 2035 and Goldman Sachs had to revise that number sixfold because the growth is happening faster than anyone on Wall Street predicted. This is the most underfollowed mega trend in the market right now. Everyone is focused on which humanoid company wins. Figure. Boston Dynamics. Tesla Optimus. That is the wrong question. In every technology revolution the platform companies get the headlines and the component suppliers get rich quietly. In the gold rush the shovel makers retired wealthier than the miners. Every single time. Here are the three stocks I want to own for the next decade of humanoid growth. $AMBA — Every humanoid needs a brain. A chip that processes everything it sees in real time on the device itself. Not in the cloud. On the robot. In milliseconds. $AMBA has been building this exact chip for 15 years. 42 million units shipped. 370 customer products in production. The software moat around CVflow makes switching costs enormous. One of the only Western pure play edge AI chips at scale and every humanoid developer needs what they built. $VPG — Every humanoid needs to feel. Precision force sensors that tell the robot how hard it is gripping, how much weight it is carrying, whether it is about to drop something. Without $VPG a humanoid hand is just a claw. Already booking orders with four different humanoid developers. $400 to $500 of sensor content per robot. At millions of robots that math becomes staggering. $OUST — Every humanoid needs eyes. The world’s first native color lidar. Depth and color captured simultaneously at the physics level. Qualified on the $NVDA DRIVE Hyperion platform. The most advanced sensor on the market for any robot that needs to navigate the real world safely alongside humans. The brain. The senses. The eyes. The full stack. $38 billion market growing at 60% annually. The robots are coming. Own the parts inside them.
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newerror
newerror@newerror82·
@TheBigBerbowski @shadowalpha_ai As long as Donald is fine enriching his kids with insider trading I don‘t mind Serenity picking stocks for the masses.
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TheBigBerbowski
TheBigBerbowski@TheBigBerbowski·
I always thought there was a reason why big accounts didn't share their buys, but now this becoming a business model makes me think - for how long will this last? $XFAB mentioned, 2h later, a lot of apps showing trading halted and IBKR showing 16.71 eur price at the moment. It's 85% in a single day. On one side, you have a self-prophet who will add another ticker on his list of multibaggers. On the other side you have millions of investors who gain short term due to sentiment change. While his rise to glory has been nothing but historic, sooner or later this will end, either by his own greed, either by regulatory bodies stepping in, or something else. This sort of lifestyle is not scalable. The higher he grows the more attention he gets from everyone. Which in turn makes the whole business more and more difficult. Imagine 5m followers account sharing weekly buys? My 2c: I do not see him operating in the same way for longer than a year from today or even less. This isn't about research. A lot of people do research. This is about knowing what the next buy is. The amount of manipulation (intentional or not) is becoming higher and higher each week.
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ShadowAlpha AI
ShadowAlpha AI@shadowalpha_ai·
@TheBigBerbowski I think the SEC would have a tough time with him. More like X not wanting the heat if he violates their TOS for finance posts.
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TheBigBerbowski
TheBigBerbowski@TheBigBerbowski·
@shadowalpha_ai They do not claim that they're finding 10x, bragging about 5000% gains, and sharing next buys to subs.
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Black Panther Capital
Black Panther Capital@BlackPantherCap·
Everyone is chasing $SIVE or looking for the next $AEHR or $AXTI. I think I found it… Not one. But two. Both sitting at the exact chokepoint. This is maybe my favourite trade ideas the market hasn’t priced yet: CONSTRAINT 1: HBM inspection AI chips are not a single piece of silicon. A modern $NVDA GPU is a stack. A logic die at the bottom. Four to eight HBM memory dies bonded on top. Each memory die connected to the next through thousands of through-silicon vias, copper pillars drilled through the chip itself. Then that entire memory stack gets attached to the logic die through thousands more micro-pillar interconnects. Each pillar is smaller than a human hair. One defective pillar. One. That’s all it takes to kill a $40,000 AI GPU package. No buffer. No workaround. The whole unit is scrap. And here’s the constraint that makes this critical right now: HBM supply is sold out through at least 2027. No significant new capacity comes online until late 2027. There is no spare capacity. Every die that gets made needs to reach a GPU. A defect found late in the process isn’t a minor setback, it’s a $40,000 unit written off with nothing to replace it. So the industry doesn’t sample-inspect HBM stacks. It performs 100% INSPECTION. Every device. Every pillar. Every generation. As HBM advances from HBM3e to HBM4, the die gets larger, the micro-pillar density increases, and the inspection requirement becomes more complex, not less. There is one company with qualified equipment for this job at a leading US memory manufacturer. $COHU - Cohu Inc. Their Neon platform performs full 6-sided optical inspection of every HBM device using proprietary AI-trained software, defect recognition trained specifically on each customer’s device architecture. You can’t buy a competitor’s system and retrain it in a quarter. The switching cost is measured in years. The numbers: → $488M cash. No dilution risk. → Orders up 163% year-over-year Q1 2026 → $750M pipeline. 5 customers in active qualification. → HBM revenue guidance raised from $15M to $80–100M in a single year The market is pricing this as a test equipment cycle recovery. The correct frame: the only qualified inspection bottleneck in the HBM supply chain. Test equipment multiple: 3–4x EV/Revenue. AI infrastructure bottleneck multiple: 7–10x. CONSTRAINT 2: Silicon photonics fabrication Copper wires are hitting their physical limit inside AI data centers. Moving data between GPUs at the speeds AI training requires generates heat, signal loss, and power draw that copper interconnects can no longer handle efficiently. The industry’s answer is silicon photonics, lasers built directly onto chips, transmitting data as light instead of electrons. Co-packaged optics (CPO) embeds those lasers directly into AI switches. Forecast penetration: from near-zero today to 35% of all optical networking by 2030. Every one of those lasers is grown using a process called molecular beam epitaxy; MBE. A process that deposits semiconductor materials one atomic layer at a time, under ultra-high vacuum, with tolerances measured in atoms. The problem: the entire industry’s MBE infrastructure was built for 150mm and 200mm wafers. Silicon photonics runs on 300mm production lines, the same wafer size used in leading-edge logic fabs. There was no MBE system compatible with 300mm production lines. Until $ALRIB built one. Meet ROSIE; Riber Oxide on Silicon Epitaxy is the first MBE platform engineered specifically for 300mm silicon photonics production lines. No other equipment company makes this. The first two systems were ordered in 2025. ROSIE 2 the dual-chamber production version, goes into manufacturing in 2026. This is Year 0 of the ramp. Analyst consensus price target: €6. Current price: €15+. The gap exists because analysts are modeling Riber as a €40M scientific instruments company. Not one single sell-side model contains ROSIE as a separate revenue line. Silicon photonics is a $17B market by 2035. Riber’s current revenue: €40M. Market cap: €320M (~$340M USD). If ROSIE becomes the production standard for 300mm silicon photonics the way MOCVD became the standard for LED manufacturing, the revenue trajectory and the multiple both re-rate from here. Two constraints. Two chokepoints. One sits between every HBM die and every AI GPU that ships. The other is the only equipment that can grow the lasers replacing copper in AI infrastructure. Both are being priced on the wrong metrics. The market finds them eventually. This is not financial advice. Do your own due diligence. For full disclosure I haven’t taken a position myself, yet. They are both on my watchlist. I'm considering adding one of them to mmy short-term portfolio. $ALRIB looks like the most asymmetrical setup. A potential ten-bagger. $COHU the more safe-play. 3-5X. A potential $OUST look a like setup. @ParadisLabs any thoughts? I can’t call out @aleabitoreddit since I’m blocked, apparently. I'm also curious on other great investors perspective here: @moninvestor @Kaizen_Investor and @daniel_koss -BP
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