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Outlier Capital
@outliercapx
The Founder. Asymmetric stocks. Generational wealth. Portfolio target: 5x+ returns in 5 years. Join 4K+ readers → Full portfolio + Theses, link.
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Bullish — $MU $SKHY $SNDK Stifel: “We believe the durability of this memory upcycle continues to be under-appreciated.” Same note: DRAM bits grow 15–20% in 2027. Closing the deficit would take 40–50%+ supply growth. HBM4 price per bit “will likely double.” The Street is still arguing about the next quarter. The desk is arguing about a multi-year shortage. Congrats to all my memory bulls!
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JUST IN: The Win Semi update just closed the three questions everyone kept asking on $SIVE. WIN strengthened InP inventory, lean on Tier-1 international customers, keep 4” in production and are already process-testing 6” wafers. VCSEL and EML already in mass production. CW is a cert-cycle product — gradual H2’26, meaningful in 2027 and 2028. That’s $SIVE volume foundry. Then $LITE: NPO bigger than CPO, multi-wavelength external lasers raising ASPs, UHP still sold out. $SIVE whole photonics stack is multi-wavelength DFB arrays + SOAs for exactly that. Glasgow expansion + WIN + $1.2B pipeline all point at the same 2027 ramp. The bottleneck didn’t disappear. The foundry calendar just lined up with it. Bullish $SIVE! I am long, NFA. PS: Thanks for sharing @aleabitoreddit.
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So update from $LITE + Win Semi ( $SIVE ) foundry: Lumentum in a meeting with Stifel at ECOC 2026 stated: - $NVDA Spectrum-6 CPO UHP demands increased materially. - NPO as larger than CPO, with multi-wavelength external lasers lifting ASPs (Sivers offers multi wave length DFB arrays, read through on higher valued products) - Demand for UHP lasers continues to exceed supply Just a status update in terms of how the optical bottleneck is going (laser prices going up, demand exceeds supply). Digitimes also reported today Win Semi ( $SIVE foundry ) was expanding capacity for CW lasers. - "CW products... are expected to gradually emerge in the second half of 2026", with meaningful revenue contribution likely coming in 2027 and 2028. - Win has strengthened inventory management for InP substrates while moving toward 6-in InP wafers for ongoing process testing. Currently relies on Tier-1 International suppliers. - Many of this was spent on DUV tools from $ASML but (Win Semi's orders spanned machinery, equipment, and fab engineering work) So that answers a lot of questions about Sivers' partner "how is this company securing InP substrates", "4in vs 6in", "production timing" TLDR: - NPO > CPO (per Lite), multi-wavelength lasers going brrr for prices - demand > supply (continuation) - Not sure why people have been bear posting Win Semi when turns out they have everything needed to mass produce CW lasers.
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$LPKF is cooking! +10% today. It just received an LOI from a leading Asian advanced packaging manufacturer for production-ramp NEXAR LIDE systems. Glass substrates for AI/HPC chips are leaving the lab and entering the fab. At only ~€390M market cap… They own the crack-free TGV process almost the entire ecosystem is already qualifying. TAM just raised to €1.7B by 2030. First real ramp-up order is lining up. The setup for the next few years just got a lot clearer. I am long and bullish $LPKF. NFA!
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Bullish — $SIVE + $CRDO + $JBL Jabil’s 1.6T LRO module is on the floor at 11W typical. Live at ECOC. Not a PDF. —> Lasers: $SIVE —> DSP: $CRDO —> Modulator: HyperLight —> TFLN Build: $JBL 2.5x lower energy vs conventional. Jabil doesn’t put science projects on a stand. Alpha done. Beta Q4. Production H1’27. $SIVE just got named as the light source. $CRDO just got named as the half-retimed DSP. That’s how 1.6T actually gets built. I’m long and bullish, NFA. PS: Thanks for sharing @carrioresearch and @Hodl5x.
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Bullish — Whole AI Infra Trade I don’t know how everyone missed this. Semiconductor market: —> 2023: $527B —> 2027: $1.1T An entire industry almost 2x in 4 years. Not a stock. The TAM. And look at memory… wow. AI trade is just getting started!
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EY: The semiconductor market is estimated to grow further and reach ~US$1 trillion by 2027 at a CAGR of ~12.1%, indicating strong long-term demand. $NVDA $AMD $MU $INTC $TXN
$SIVE $CRDO $FORM $LPKF $OUST By popular demand: here are our portfolio’s top 5 performers from last week! Do you own any of these too? Full portfolio link in bio. NFA.
What a week for the Outlier Capital Portfolio. Congrats to all the followers! +15.2% in 7 days. No leverage. No options. Just stock picking. S&P did +2%. We crushed it. 5x+ returns in 5 years is the target, repeatedly. Let’s go!
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What a week for the Outlier Capital Portfolio. Congrats to all the followers! +15.2% in 7 days. No leverage. No options. Just stock picking. S&P did +2%. We crushed it. 5x+ returns in 5 years is the target, repeatedly. Let’s go!
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Great post from my friend @damnang2. Very bullish. It is exactly how I see $CRDO. AEC does not need to compound at the same insane rate forever and Optical DSP + SiPho PICs + ZeroFlap is not a replacement story — it is a TAM expansion story. Management is already pointing to >$600M optical in FY27. If the whole connectivity platform gets materially larger, AEC becoming a smaller % of the mix is exactly the point. MicroLED and OmniConnect are optionality on top, not something the thesis needs today! PS: I am long and bullish $CRDO. NFA.
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I know the main concern around $CRDO right now. AEC estimates for FY2028 are all over the place. People worry that multi plane architectures could push some links beyond the practical reach of AEC, or that optical transceivers could eventually replace AEC on certain connections. And because management kept raising FY2027 guidance, simply maintaining the optical outlook also disappointed some investors. I understand all of that. But my view is a little different. 👇
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Bullish — $LITE $AAOI $SIVE $CRDO $CIEN Evercore, today: “Connectivity between and inside data centers is becoming an increasingly critical gating factor for frontier LLM monetization.” They have just upgraded $CIEN, PT $375 → $550. Optical TAM +24% CAGR to $52B by FY29. They see a path to >40% growth if supply stays tight. As I’ve been saying, the AI trade is no longer just chips. I am long many of these stocks, massive potential upside, NFA. If you found this valuable, drop a follow—it helps me a lot!
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Muse just forced the market to admit the AI infra trade wasn’t priced in. A consumer agent topping the App Store in 13 days is a demand shock for every layer that has to carry the tokens, especially light. Yesterday was the first real read-through: market is starting to look through the GPU and into the interconnects. This is just the beginning. Every time AI gets more useful in daily life, the optical stack re-rates again. Positioning now is critical to build generational wealth. Do it before it’s too late. I’m positioned. NFA. Thanks for sharing my friend @PhotonCap.
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- This was more than a broad index rally, with particularly strong moves across AI infrastructure, semiconductors, and optical connectivity names. - The Nasdaq 100 gained 2.83%, well ahead of the S&P 500's 1.49%, indicating concentrated buying in growth and technology stocks. - $AXTI rose 14.14%, $INTC 12.14%, $SIVEF 9.47%, and $LWLG 7.45%, placing them among the strongest names on the screen. - Optical connectivity names also moved broadly higher, including $GLW +5.89%, $MRVL +5.38%, $CIEN +4.92%, $TSEM +4.57%, and $AAOI +3.33%. - Equipment and testing names were also broadly positive, with $AEHR +3.68%, $VECO +3.51%, $KEYS +2.10%, and $FORM +0.79%. - Larger optical-component names participated as well, with $LITE +2.53% and $COHR +1.31%, suggesting strength extended beyond smaller speculative names. - $VICR was particularly notable after hours, adding another 11.12% after gaining only 0.53% during the regular session. > The most interesting part of today's tape is that many of the photonics, optical-connectivity, and semiconductor-equipment names I follow moved higher at the same time. This looks less like a single-stock event and more like AI-infrastructure risk-on sentiment spreading across multiple layers of the supply chain. > The much larger moves in smaller optical and materials names such as $AXTI, $SIVEF, and $LWLG compared with $LITE and $COHR are especially interesting. It may suggest investors are extending exposure beyond established optical leaders into materials, light sources, and component-level names. > With the Nasdaq up 2.83%, the overall market was clearly a major tailwind, so one strong session should not be interpreted as a fundamental change in every company. Still, the fact that the broader AI-photonics basket materially participated is worth watching.
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This. Bullish $LITE!
Get well my friend! @aleabitoreddit Lasers going brrr isn’t random. $LITE just put Qualcomm silicon + Corning fiber on a 1060nm VCSEL die-to-die link at ECOC. ~1 Tb/s/mm shoreline density now. Path to ~4. Built for CPO/NPO + UCIe scale-up. That’s the interconnect wall leaving copper. Optics is pricing it. Bullish! $LITE $COHR $AAOI $SIVE
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My prediction — $HIMS 2031 market cap: $60B. From $6.5B today. FY26 guide: $3.1–$3.3B. Subscribers compounding, ARPU up, Hers already on a $1B+ run-rate, international opening, new specialties (TRT, longevity, metabolic) stacking on the same CAC. This is a consumer health OS: acquire once, sell the stack for a decade. If they hold 20%+ growth into a $10B+ revenue base with expanding mix outside any single molecule, $60B feels cheap on a brand the Street still haircuts like a telehealth SPACs leftover. I’m positioned. NFA.
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Get well my friend! @aleabitoreddit Lasers going brrr isn’t random. $LITE just put Qualcomm silicon + Corning fiber on a 1060nm VCSEL die-to-die link at ECOC. ~1 Tb/s/mm shoreline density now. Path to ~4. Built for CPO/NPO + UCIe scale-up. That’s the interconnect wall leaving copper. Optics is pricing it. Bullish! $LITE $COHR $AAOI $SIVE
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I'm not having a fun day since I got sick today. But the bottlenecks are having a good time: $AMD +9.13% | $INTC +14.16% | $ARM +14.33% CPUs go brrr $SIVE +10.32% | $AAOI +3.39% | AMS OSRAM +24.61% Lasers go brrr $EWY +4.08% | $DRAM +2.83% | $MU +2.23% Memory go brrr $NBIS +4.7% | $CRWV +5.03% | $IREN +1.73% Compute go brrr Probably most material developments were CPU:GPU ratio expectations + CPU demand (from new AI releases). As well as optical developments from ECOC 2026 (as seen with $MRVL PR + others) Still a lot to catch up on.
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The market is starting to realize that optical pluggables, NPO, and CPO represent the next supercycle One that, IMO, will generate the best returns through 2030 $SIVE is that play, 50x to 100x smaller in MC than its competitors, yet operating at the same or even superior level in certain technologies Backed by respected partners such as $JBL $GFS among others It is the most obvious market opportunity if you understand the sector and how early-stage processes work
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Bullish — $SIVE $LITE $AAOI $CRDO $IQE Barclays, yesterday: “Optical is set to be one of the fastest-growing semiconductor end markets.” They’ve just initiated $TSEM at OW rating and $310 Price Target. That’s the Street putting a number on the PIC layer under 800G → 1.6T → NPO/CPO — not on another GPU print. The bottleneck is still light + the wafer that carries it. PS: I am long many stocks mentioned here. NFA.
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Rothschild: $NBIS Sell $84. $IREN Neutral $40. $NBIS is $224. $IREN is $47. IMO, this is a confession they still model neoclouds like 2022 miners. They “question unit economics” on: • $NBIS — 50% AI-cloud EBITDA, inference 3x, prepays 50-60% of capex, GPU rates hiking Oct 1. • $IREN — $4B 2026 ARR contracted, $1B live, $MSFT Horizon 1 accepted, $NVDA Exemplar, 2026 sold out. Street on $NBIS is ~$291. On $IREN JPM just went $65 and Northland $99. They discounted a Microsoft-accepted, sold-out 2026 book at a 20% cost of equity and told you to buy office REITs instead… funny. Have you seen this joke? 😂 @moninvestor @Agrippa_Inv @alc2022 @TheTechInvest @BlackPantherCap PS: I am long $IREN. NFA.
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ROTHSCHILD REDBURN LAUNCHES COVERAGE ACROSS AI DATA CENTER NAMES $NBIS: SELL, $84 PT Says Nebius has a demanding valuation and questions the sustainability of its unit economics. Upside could come from newer-generation GPUs, faster growth of its Token Factory inference business and stronger capacity execution. Risks include customers bringing compute in-house and higher funding costs. $CRWV: SELL, $54 PT Redburn questions CoreWeave's unit economics and ability to convert its pipeline into attractive returns. Key risks include hyperscalers or AI labs bringing capacity in-house, falling GPU pricing and higher financing costs. $DLR: BUY, $227 PT Highlights Digital Realty's global wholesale and colocation footprint, long-term tenant contracts and expansion into larger, higher-density facilities built for AI workloads and hyperscale customers. $EQIX: BUY, $1,261 PT Points to Equinix's global interconnection ecosystem as a key advantage, with AI, HPC, enterprise and cloud customers increasingly needing high-density compute close to networks and other infrastructure. $IRM: BUY, $132 PT Iron Mountain has expanded beyond its legacy records-storage business into data centers, information management and IT asset lifecycle services, while developing more power-dense capacity for AI workloads. The miner-to-AI names were treated much more cautiously: $APLD: NEUTRAL, $22 PT Says unit economics and pipeline-conversion risks are already well priced in. Upside comes from lower build/operating costs and additional large tenant signings. Risks include local opposition, construction delays and tenant insolvency. $IREN: NEUTRAL, $40 PT Sees upside from additional large-scale AI tenants and better execution at existing sites. Risks include difficulty securing tenants, higher funding costs and delays or cancellations. $WULF: NEUTRAL, $15 PT Potential upside comes from securing additional U.S. capacity and signing more major tenants. Permitting issues and state-level opposition are key risks. $CIFR: NEUTRAL, $18 PT Sees better or faster grid-capacity allocation and more major tenant deals as upside. Tenant pullouts and buildout delays are the main downside risks. $HUT: NEUTRAL, $96 PT Upside depends on faster data-center execution and securing additional grid capacity. Delays or cancellations in the buildout remain the key risk. $CORZ: NEUTRAL, $16 PT Core Scientific has been shifting capacity from Bitcoin mining toward AI/HPC hosting after emerging from bankruptcy, while continuing its mining business. Its proposed acquisition by CoreWeave collapsed last year after shareholders rejected the deal.
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If your portfolio is not big green today, you are not following the right people.
FYI — $75B in 2031 on $AAOI isn’t my bull case. It’s my base case if you actually read the mid-2027 slide. ~$471M/month DC optics = ~$5.65B annualized before 1.6T mix and own-laser/CPO content. Constraint = Texas InP + U.S. lines, not demand. 35–40% GM + mid-single-digit share of 1.6T/CPO and you don’t need heroics to get there. $LITE is already ~$83B and $COHR ~$62B on the same cycle. Street still prices $AAOI as a commodity transceiver. That’s the misprice. I’m positioned. NFA.
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My prediction — $AAOI 2031 market cap: $75B. From $9B today. Mgmt’s own mid-2027 run-rate: ~$471M/month of data-center optics. That’s ~$5.6B annualized before mix shifts to 1.6T and own-laser content. Demand is not the constraint. Texas InP + U.S. capacity is. If they clear 35–40% Gross Margin with vertical lasers and hold even a mid-single-digit share of 1.6T/CPO modules, $75B from here is doable on a business the Street still models as “commodity transceiver.” I’m positioned. NFA.
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This is why I’m bullish $IREN — thanks for flagging it @outliercapx Not the 2030 model. Batch Zero. Sweetwater is already base load on ERCOT. That’s a scarce ticket, not a slide. Horizon 1 is live. Microsoft took it. NVIDIA stamped Exemplar. Closed-loop cooling on a 200MW site uses about as much water a year as 3 houses. Market is pricing CapEx fear. The bottleneck is approved power. They already have the plug. How much is 1 approved GW on ERCOT worth once the rest of the country starts saying no?
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Bullish — Bernstein on $IREN: 5.8 GW long-term power. ~2 GW cloud by ’28. ~$17B rev / ~$13B EBITDA by 2030. The entire upside comes from repeating Sweetwater across Oklahoma, Australia and Europe. Pricing on 3-yr contracts already +125%. CapEx is ~$65B before the ramp — financed, not wished. Market is still pricing the campus, not the whole platform. Bullish! PS: I am long $IREN. NFA.
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Bernstein models $IREN scaling to ~5.8 GW longer term with cloud revenue reaching ~$17B and adjusted EBITDA ~$13B by 2030. Interesting that they assume Childress stays flat at 750 MW so almost all of that upside comes from proving Sweetwater design can be repeated across Oklahoma, Australia and Europe. Thats where the opportunity gets really large if IREN can execute with three-year contract pricing already up 125% even as the note also models ~$65B of incremental CapEx before the full revenue ramp.
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