So spent some more time to look at more DBS conference material: - "Two semiconductor giants, $AVGO and $INTC, both stated that breakthroughs in AI will keep demand for chip investment elevated for at least another 2 years. As current supply is insufficient to meet market demand." - "Current chip production capacity is already far from sufficient to meet demand, and $AVGO CEO expects the shortage to become even more severe in the future." (HKEJ) - "Regarding OpenAI, Hock Tan stated that the market had misinterpreted the company because its underlying fundamentals remained strong. He argued that investors who sell based on a single short-term data point [$50B ARR] are "essentially no different from people gambling in a casino." (eg. Hong Kong Economic Journal): - Commenting on investors' disappointment in OpenAI’s latest revenue forecast: "by itself, not that bad" on their $50B ARR. (Business Times) And connected investors' disappointment to a failure to understand the business and excessive expectations like a casino. - Tan rejected the proposition that OpenAI was overvalued. It quotes him saying: "It’s almost like they are in a casino gambling" in regards to investors' unrealistic expectations and lack of understanding on OpenAI. - Hock Tan if OpenAI and Anthropic achieve widespread market adoption: their attractiveness would substantially strengthen their bargaining power when raising capital. But cautioned elevated global interest rates could make capital requirements a constraint for future growth. - The real driver, he said, is whether frontier AI companies can create models that generate enough value and returns to justify the buildout. (which is fair) - Most companies are wasting money on tokens. He also warned that most companies just waste money spending tokens like kids in a video arcade. This part was the most badly worded by Hock Tan given he's running $AVGO. But Western media commentary narrowed this down to: - "Shortage of capital now, AI Investors are gamblers". In the conference, Broadcom's CEO was actually defending frontier lab valuations and giving cautiously bullish statements about AI infrastructure demand. While citing rising interest rates as a potential constraint that larger revenue or adoption could overcome. Cherry picking quotes out of context disorts the actual messaging. TLDR: - Large and elevated AI semi demand, semi supply insufficient to meet market demand. At least another 2 years of elevated spend - OpenAI valuations defensible, people who sell based on extreme expectations for the company are like casino gamblers. - Tan stated markets had misinterpreted OpenAI's ARR because its underlying fundamentals remained strong. - Frontier labs if they achieve widespread adoption / revenue would strengthen capital raising, which overpower headwinds from raising interest rates. Lot of $AVGO CEO remarks looks heavily nuanced, which Western media coverage distored.

Sure... Random train of thoughts on markets now, optics like $LITE / memory + $IREN / Anthropic. On Memory: - Demand visibility on $MU / Samsung / SK Hynix extend into 2030-2031. Samsung has LTAs covering 70% of their capacity into 2031 (likely with SK Hynix type price floors)... and their operating profit is already absurd. There's a consensus that shortage in 2027 will be much more severe than 2026... Even $SNDK expends gross margins to exceed 80% entering 2030. You're going to hear Acer and other CEOs that want memory prices to go down cite bear cases like CXMT/YMTC, and Chinese players. But just looking at supply procurement that $NVDA is doing + hyperscalers, demand visibility is absurd for the next 5 years. And by that time, cumulative FCF coming in from these take/pay + pricing floor contracts might exceed some of their entire marketcaps so it feels like there's some baseline. Near-term is always volatile (IV dropped a ton across $EWY to $DRAM to $MU), so people with call options likely got nuked, along with underlying prices. But if Samsung is 3x 2027E, has 5 year LTAs with 70% of capacity committed from hyperscalers, and price floors, it's kinda hard to see these names suffer a sustained crash... For optics: - $LITE is literally sold out into 2029, starting discussions into 2030. With demand visibility lasting into 2031… with hyperscalers largely funding the capacity buildout. Their 2028 Greensboro fab expansion was ~$5B in UHP laser capacity revenue alone, yet it’s basically allocated toward $NVDA (50%+ with options for more) and co from channel checks. Existing supply chain bottlenecks are extremely severe as optical content/XPU skyrockets entering 2027-2028. So everything from DSPs/TIAs, photodiodes, lasers, InP/SOI substrates, wafers (epi, SOI, etc) are expected to go brrr. And what does that imply to anyone else with enormous amounts of capacity coming online like $AAOI + $SIVE + $MTSI capacity expansion in 2027? Or other players like Sumitomo / Furukawa? But again it's not quite the same situation as memory since the BOM % is extremely low in a cluster... If micron/samsung raised another 2000% hyperscalers would go bankrupt. But doing that for InP substrates seems possible. Or a 100% increase on CW laser content. I actually thought $LITE was overvalued at $100B+ MC, relative to capacity expansion on your smaller optical players to their respective MCs. So I chose to position accordingly (But lumentum does deserve premiums for demand visibility). For the companies leading the charge like $NVDA / $AVGO / $MRVL: - Nvidia has 70% forward revenue growth FY2028 which is supply constrained growth. - Broadcom 100% Y/Y for 2027/2028 which is also supply constrained growth. - Marvell FY2031 upgraded guidance to $70B-$90B from $46B analyst projections... They all seem to be very happy.... and read through on demand for next 2-3 years is enormous (also echoing what $INTC CEO said today on the panel with $AVGO CEO). So you have overwhelming growth on memory + photonics + from the leaders... But the nuance is not everything in the AI supply chain get the same economic benefit. HBM/Laser/CPU/MLCC and other players in the bottlenecks look to be printing money. And seem to be the largest beneficiaries of the current bottlenecks. Test players are also getting price hikes + capacity allocated by players like $NVDA, but economic impact seems a tad lower than other players since forward P/E for many I modeled were still in the 45x+ range even if you hiked prices like 10-30%. As for capex intensive players... there's some like $IREN ($25-30B for 2027) that despite a deal with Anthropic ended up dropping. I don't think markets seem to appreciate players spending a lot of money + ongoing financing (think they're like halfway through their $6B ATM). Just some hopium for $IREN investors, $NBIS also signed a deal with $META at the start of the year (but markets didn't care at all, since Nebius dropped to ~$70-80 at the lowest point?). But did 6 months later, as the time to revenue inflection gets closer and you're past the ATM/capex window, markets would likely care more. I don't think it's irrational but at the same time, the fundamentals have improved from Mirantis acquisition to others. I also think it was known for awhile it was either OpenAI/Anthropic from CEO comments earlier too? But either way to be a more risk-off environment where funds seem to be rotating to larger names as a flight to safety. $CRWD / $PLTR as just two example, but my take is that the valuations of these rotations are reaching clown levels. And that certain AI supply chain beneficiaries in comparison are undervalued now. I was thinking markets would just rotate to names that are extremely profitable like Samsung or names that have <2X P/E, so it was surprising to see $KOSPI and some legacy memory players get sold off today. Since all of this is colliding with uncertainty about sht macro environments and renewed sustainability concern of AI capex/commitments from frontier labs like OpenAI/Anthropic from due to that FT piece recently. I've always been sounding the alarm about the contractual backlog OpenAI has with $CBRS, $MSFT, $ORCL and others earlier in the year. But OpenAI did just raise $122B or so , so I don't quite think they're at risk of going down anytime soon. I also don't think overall capex can just exponentially go up, but even if it stalls / hovers around a certain point or even drops... Capex toward certain areas like optics will still explode as hyperscalers fight over allocations when CPO scale up comes about, but might drop in others where more capacity comes online like test or DRAM. So it's a lot more nuanced than capex down = everything down or vice versa. I also slightly agree with community agreements that open weight models wouldn't lessen demand on AI infrastructure (otherwise $NVDA wouldn't be funneling funds into Reflection), but all the contractual obligations that Anthropic has might get messy if their models/company get cannibalized. Either way, I'd expect some of these frontier lab valuations to likely compress but I do think Jensen knows what he's doing though to avoid contagion. But basically: - Extremely difficult market now, can't just throw money at any AI supply chain company like $GLW and expect it to go up. There's cause for concern of rate hikes mixed with financing per $AVGO CEO but not to the point you just blindly sell off everything. Also I think markets are stupid and ties baskets together so that leads to mispricing + individual buying opportunities with certain chokepoints too. If capacity + demand is visible and forward p/e compresses like $AAOI to single digits off hundreds or thousands of percent growth from hyperscalers off $471m transceiver revenues and hundreds of thousands of monthly ELSFP capacity. Or $SIVE coming online with 100M+ laser capacity + multiple foundries with ASP hikes on lasers. I wouldn't lump them into other AI supply chain names in IP like $RMBS or others. My take is that AI supply chain beneficiaries with closer inflection points, demand visibility, and forward P/E compressing due to economic leverage would likely outperform medium term despite current volatility. TLDR: - Memory strongest risk/adjusted return with LTAs + pricing floors extending to 2030's + buybacks. - My opinion is that optical supercycle for 2027-2028 with CPO/NPO is going to look absurd relative to capacity coming online of smaller suppliers. - Overwhelming fundamentals/growth colliding with sht macro + media scares - Markets are stupid and groups things in baskets and sells them all off together or buys overvalued names, creating short/long opportunities I'd give a prayer to people on short term options given underlying drop + IV decline, but there could be a reversal... who knows. Most valuable thing right now is time.

$INTC (September 22, 2026-Daily Chart) Trend Analysis: After holding the key support zone between $81 and $85, $INTC began to rebuild momentum, indicated first by the last red candle for a trend reversal and the red ribbon unfolding in line with steady whale accumulation, currently at 73.2%. Even if you missed this buy signal, each momentum bar I have highlighted at $92, $96, and $100 acted as a reliable buy signal once surpassed. On the upside, the momentum bars at $123, $132, and $142 would act as near-term and mid-term resistance.

All right $META Muse is cooking. I can hear all the $AMD, $INTC, and $ARM CPUs vrrrring in the background. Along with the memory + components (NICs, SSDs, DRAM) needed for all the browsers/VMs When I ask it to do a bunch of long form tasks… Intel CEO also said recently that CPU demand is so strong they can only support 50% of what customers need, so there’s some signals there. I’m also curious how much $AMZN or $NBIS is involved with running Muse, or if Meta hosts everything inhouse. Kinda an ADHD post but Meta beat my expectations with this release. Will keep trying it out

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.

TLDRs of things I found interesting this week: - $INTC CEO says some memory prices have risen 5-7× and warns the shortage will worsen in 2027. $SNDK / $MU / Samsung bros will be happy to hear this... (from the AI Infra Summit 2026 in Santa Clara) - $GFS + $MRVL sign extended SiGe capacity agreement for pluggable/NPO/CPO. "Expected to add significant capacity to support Marvell’s growing requirements." I like to keep an eye out on Globalfoundries related updates given $SIVE is their reference laser for SCALE. - $CIEN expects roughly 30% annual revenue growth, 50% adj. gross margin, 20% FCF margin, through FY2029. The company says component availability, not demand, is limiting growth... Seems common across $NVDA to upstream suppliers that supply is the limiting factor for revenue growth. - Winbond acquires Infineon's NOR Flash and F-RAM business for $1.12 billion. Very surprised Infineon sold considering NOR Flash ASP + importance just keep going up and up and up, but good for Winbond consolidation. - Samsung reportedly expands outsourcing of DDR5-module and SSD assembly. I think some local Taiwan reports flag Transcend and Apacer as possible beneficiaries. The report specifically identifies Dreamtech, Hanyang Digitech and SFA Semicon. I've noticed other Korean firms entering new Samsung Electronics contracts for likely legacy memory modules maybe like ~1-2m ago.. So think some media commentary probably missed this too. Maybe too small for them to notice? - $NBIS raises AI cloud prices for the 2nd time in three months (~17-21%), bullish read through for other Neoclouds like $CRWV to $IREN earnings. - $AMZN signs $2.4B agreement with $GNRC for generator deliveries throughout 2027-2028... and received warrants tied to as much as $8B of aggregate purchases Good to keep an eye out on who Amazon signs these warrant agreements with (eg. Alchip, $AAOI, $QCOM, $MRVL, etc) and what type of infra procurement they want. - $TSEM and NewPhotonics begin volume shipments of laser integrated optical engines. Not familiar with newphotonics, so not going to leave much commentary here. But will do some research today. - Goldman Sachs reportedly sees the ABF deficit expanding from 14% to 51%. Forecast shortages are 14% in 2H26, 34% in 2027 and 51% in 2028... More substrate bottleneck stuff, not surprising regarding demand imbalances. - Crusoe raises $3.9B at a $30.9B valuation. Okay this valuation is better than Instinct raising at a bubble $10B valuation off 100k users... - Japan and the U.S. reportedly discuss a $12.9–19.3B $GFS run fab. That's like half of Globalfoundries marketcap lol. Not much details here. - $ARM CEO Rene Haas said he is confident that they can secure enough supply to meet $2B in customer demand (for their AGI CPU). There's probably a lot more demand, probably supply constrained growth as usual so good $ARM signaled confidence in securing allocations. - Supply chain sources said Kioxia has about 50% of its LTA capacity tied up, while SK Hynix/Samsung reserve about 70% of capacity for LTAs for 3-5 years. Not sure how people are bearish on memory.... I don't like posting updates one-by-one like a news reporter, so hope this saves some time of stuff I like looking at. On a side note was surprised markets from $AMD to $INTC rallied today after rate hikes. Think high-beta overshot the selloff the most.

I've seen comments from Jim Cramer today supporting hedge funds that short Leopold's "nonsense" $SNDK / $DRAM / SK Hynix type calls. As well Cramer calling $CRWD a "Must Buy". I'm not sure if Jim Cramer sees a $241B company labelled "Cybersecurity" and thinks of it as safe... while ignoring all their fundamentals. But with Crowdstrike, you have a ~145x FY2028 fwd P/E company, growing revenue 26% Y/Y. That Cramer thinks is a "must buy". And then you turn your eyes to the AI capex beneficiary theme that Leopold is long on. With names like $SKHY / Samsung in $DRAM... Both FY2027 ~2.8-3x fwd P/E off analyst projections. -> Samsung LTAs to 2031 (70% capacity) for durability... -> Minimum price floor + no price ceiling type contracts from SK Hynix. -> Memory shortage much tigher for the next year. -> DRAM/NAND % of hyperscaler capex goes higher (est. 68% per Trendforce) -> 2027 hyperscaler capex projections all hiked. Then with $SNDK, 50% FCF margins, 80% gross margin projections into 2030. Only Situational Awareness position I'm in disagreement with is $CRWV due to debt interest eating FCF, but I can make a similar bullish argument with $BE, $INTC, $AMD, and others. Not quite sure about short-term, but over the medium run: It's hard to not see Leopold's positions pulling an Inverse Cramer due to overwhelming fundamentals.

So $INTC is raising PC CPU prices by 10% apparently in October per Digitimes, which I think markets might appreciate. The legacy memory trade also just going brrr from August revenues: -> ESMT revenue up ~+605% Y/Y, 16.4% M/M Which is interesting given gross margins also rising tremendously too. -> Etron revenue up +525% Y/Y, +6.4% M/M Chairman says he sees growth momentum in memory to extend through 2028 or longer, potentially 2030. (which is very positive read through for ESMT given what Etron sells) *own ESMT/Etron -> Winbond revenue up +289.43% Y/Y, up 2% M/M Their president says memory supply and demand are expected to be even tighter in 2027 than in 2026. -> Macronix revenue up +218.5% Y/Y, +5.4% M/M Says SLC NAND, eMMC, NOR remain tight (kinda known there). So... if you think your 80%-100% type revenue growth players are insane. Check out legacy memory (operating income is even more hilarious). There's a few more where ~ modeled forward P/E values of like 2-3 from my estimates. I personally find the theme a better value investing type idea than your 16 P/E no-growth dividend companies.

$INTC (September 8, 2026-Daily Chart) $INTC spent two months building a base between $80 and $90. I shared the last bullish candle (highlighted in panel 1) with the community on September 2. Since then, momentum has been building, reflected in a steady rise in whale accumulation now sitting at 27.6%. The key momentum bar at $92 is holding as support. Near-term resistance sits at the $100.50 bar and the longest one at $110.20. A consistent break above those levels would likely unlock the next leg higher.

Got curious and decided to track which thesis of mine were still up 100%+ YTD after the recent drawdown: 1. $AXTI - InP substrates 2. $NBIS - Neoclouds 3. $MU - Memory 4. $INTC - Foundry 5. $LITE - Photonics 6. $IQE - Epiwafers 7. $AAOI - Photonics 8. $GDRZF - Venezuela 9. $AEHR - Machines 10. $EWY (volatility + underlying) 11. $RPI - AI orchestration 12. $SOI - SIlicon Photonics Substrates 13. $SNDK - Memory 14. $SIMO - Memory 15. $MRVL - ASICs 16. Nanya - memory 17. Unimicron - substrates 18. $ARM - CPUs 19. $SIVE - Photonics From H1 2026, around 19 names across several themes up 100%+ still from the selection of winners. Since many like $TSEM / $HPS.A / $LPK / $ALRIB fell out of the range. (obviously not all are green like Shunsin / $XFAB and disappointed by performance). Regardless, glad a lot of my ideas turned out decently, rather than just being known for one like $AXTI. To the point the Chinese community gave my investing style a name "Perilla Leaf Theory". Again not too sure if my new ideas replicate this performance again in H2 2026 or 2027... For H2, my new thesis was on $CCXI for humanoids/downstream physical AI shift and ESMT for DDR2/DDR3/legacy memory. But I'll keep sharing my core ideas and thought process for free so people can poke holes or debate it until things get validated.

Just some TLDR news I found interesting: 1. $GOOGL (missed this) also invested in Mediatek alongside $NVDA for their $3.9B raise. Google/Nvidia are goats with investments you look at $SPCX to Anthropic. 2. Samsung Electro-Mechanics discloses $778.9M MLCC deal / $CAPA (new MLCC ETF) also gives exposure now for folks without Korea/Japan/Taiwan market access. But thing is more accelerators x MLCCs per accelerator might indicate a more future extreme bottleneck than people expect. 3. China channel checks state: planetary roller screws, 6D force sensors, and dexterous hands resist domestic substitution. Then planetary roller screw as the top with lowest domestic substitution rate. eg. $SHA0.DE for planetary. Just interesting to hear moats I guess. 4. Samsung reportedly has ~70% of memory production capacity committed through 2031 / commodity DRAM has also fallen into short supply - Seoul Economic Daily. TrendForce expects server DRAM contract prices to rise 13-18% QoQ in 3Q26 SK Hynix also publicly stated the memory shortage lasts through 2030. 5. $CXMT has begun producing HBM3E in small quantities and reportedly claimed mass production of LPDDR6. Implications are even more positive for legacy DRAM shortages. 6. Cisco at SEMICON Taiwan said CPO is ready for mass deployment; pluggable modules will remain the market mainstay. $MRVL also said customers are actively planning scale-up optics deployments as early as 2027 7. Wingtech -> bought Nexperia -> Netherlands effectively removed Wingtech’s control -> Wingtech is fighting back through Chinese courts. But Nexperia got $300m of their assets frozen. More geopolitical drama of course, always entertaining. $AAPl also explicitly accused OpenAI of destroying crucial evidence... (for more fun) 8. Not much description around ASP hikes regarding SOI substrates $SOI, but they now have 10+ customers involved with LTAs, $200m revenue described as a "floor", comments about customers more concerned about obtaining wafers than where they are manufactured. So basically moving into capacity reservation now stages as silicon photonics takes off in 2027. 9. Some channel checks put lead times for high power MOSFETs and large area TVS diodes as high as ~52 weeks. ($STM also reportedly implemented its 3rd 2026 price increase on August 23) 10. Traditional packaging capacity could face a deficit exceeding 20% by 2027" with "wire bonding equipment" emerging as the primary bottleneck", covered this earlier this week with beneficiaries like 11. Claims that all six major ABF suppliers are booked for 2026, with 12-14 month lead times and some suppliers auctioning remaining capacity; $NVDA, $AMD and hyperscalers locking ABF capacity through 2028 and pushing suppliers to plan 2029–30 expansions. Names like Kinsus (3189), Unimicron (3037), Nan Ya PCB (8046), Ibiden (4062), etc are all probably happy. 12. CCL leading laminated board products increased by another 10%-20%, 7th price hike this year (eg. Kingboard). Industry estimates put the HVLP4 copper-foil shortage at ~48% in 2026 / 43% in 2027, while Low-Dk/T-Glass lead times have stretched beyond 30 weeks. 13. "(GaAs) substrate materials and gallium epitaxial source materials are also facing another round of price increases in the third quarter of 2026, reportedly 5 to 6 times higher than at the early stage of the restrictions." "China has recently eased some substrate export controls" but there's a "severe InP substrate shortage" per digitimes. Just some $AXTI related updates 14. $AMD and $AVGO reportedly booked most of Powertech's planned FOPLP capacity ahead of mid-2027 mass production 15. $INTC considering $INTC foundry for HBM4E base dies. But $SKHY responded directly that "some of the content is different from the facts". 16. "OpenAI Hoarding Tens Of Thousands Of $AAPL Mac mini and Mac Studio" for reinforcement learning. Anthropic has been renting mac mini units from $AMZN as well. Kinda sad Tim Cook retired, but dude had a goated run. Just random interesting notes

It’s been a little disappointing to see a pattern with some people I've interacted with on X: - try to engage with the same audience, then quickly move toward aggressively monetizing it - get upset when I choose not to participate in or amplify paid groups - throw out personal or illogical attacks and try to reframe that as simply disagreeing over fundamentals When I first joined X, a lot of finance content revolved around watches/private jets + options, paywalled communities promising the "secrets of Wall Street," and squiggly-line charts. One of the things I've wanted to do differently is publish my research and reasoning openly, for everyone. I think this definitely resonated with folks given my follower growth. But of course, this growth can also create friction with people whose business models rely on using X to funnel audiences into paid services or expensive paywalls. My subscription has been $1 for months and will stay at the minimum, despite claims at the beginning I would raise it to $100. All of my core theses are published on the main timeline for free. I could put substantially more behind a paywall. I just don't want to. I just prefer sharing the ideas openly and letting everyone decide for themselves. Many ideas have worked out well: $AXTI, $NBIS, $AEHR, $MU, $INTC, $EWY, $MRVL, $LITE, $RPI, $IQE, $SOI, $TSEM, $ARM, $COHR, and a lot more. Others ran into unexpected industry delays, like $LPKF with glass substrates and Auros with hybrid bonding. Some are still playing out into 2027/2028, including $SIVE, Foci, Shunsin, $CCXI, $XFAB and the broader CPO/humanoid themes. Some are brand new like Etron/ESMT for DDR2/DDR3. And many like $JBL to Murata to $MXL, I just share for fun to see if the idea is right. Not every idea will be right. That's part of research. But I'd much rather have an X where people openly publish the thesis and reasoning so everyone can learn from it. Than one where information increasingly disappears behind $100 paywalls or becomes diluted with engagement-bait noise. Hopefully I can help create a new culture on X rather than amplify the old one.

$INTC (August 25, 2026-Daily Chart) The downtrend continues with a steady decrease in whale accumulation, currently at 19.8%. Let’s see if the $81–$82 range can act as a support zone. Momentum bars at $108 and the $120 range currently serve as mid-term resistance levels. https://t.co/3MxUXwvcdK

Did Citadel really just liquidate Situational Awareness… Then brought up entire markets the next day? $NBIS +26.25% $IREN +25.96% $SHAZ +22.82% $SNDK + 23.98% $BE +23.67% $SKHY +16.98% $INTC +12.16% Amid many others. This has gotta be one of the wildest liquidations I’ve seen.

US Gov to take 1% stake in $GFS, and award them $300m for the US CHIPS ACT. This is actually a strong read through on $SIVE / $LITE, given this CHIPS ACT is specifically aimed at advancing CPO + Silicon Photonics. (For reference, Sivers and Lumentum were the only two public laser suppliers named in GFS presentation slides. Sivers laser arrays was named recently as a reference design in Globalfoundries SCALE for CPO). Per US Gov announcement: "GlobalFoundries will receive up to $300 million to accelerate domestic CPO R&D by two to three years" (NIST) Never thought we'd see the US Gov / $INTC foundry playbook for CPO in specific...

Just some TLDR news: - $CXMT IPO tomorrow if you like Chinese memory. - Samsung Electronics reportedly struggling to secure large FC-BGA substrates. Ibiden (4062) reportedly requested LTA guarantees, Samsung Electro-Mechanics sought prepayments. - Samsung + $AVGO sign memory + foundry AI framework through 2030, expected to exceed $200b - $SOI expects FY2027 silicon photonics revenue to double compared to the previous year, surpassing Morgan Stanley's 60% growth projection. Photonics thesis go brrr. - SK Group + $NVDA sign $500B+ partnership to build out AI DCs and HBM4 memory. - SKC Absolics glass core delay to 2027 from reports. Targeting final reliability testing EOY, mass production next year. So if you're curious, this does push back some ramps from $LPK and others (hence drop on ER). - $QCOM price hikes by double digits for smartphone processors, due to upstream supplier hike pricing. - $META expected to issue $12B in project-level/SPV financing for El Paso, Texas AI DC expansion - Naver announced a $10 billion investment from $NVDA and Brookfield to construct a 1GW-scale AI Factory. Near term plan is 200MW by 2028. (Nvidia $1B investment, Brookfield nonbinding $9B) - 64GB DDR5 server modules rises 146% versus end-June contract pricing - $INTC brought forward 14A process mass production by a year, risk production H2 2027 and volume production in 2028, vs. 2029 HVM expectations. - Samsung Electro-Mechanics wins $200m MLCC order (existing bottleneck). - $AMD (the Bandana bottleneck), announces Helios is in full production with shipments Q3 2026. Including an up to 2GW MI455X GPU deployment with Anthropic and a 6GW infrastructure rollout with OpenAI. Gave new >50% CAGR TAM to $220B by 2030 from $26b in 2025 for CPU market. Rolls out optical interconnects for Mi500 in 2027. From channel checks, AMD is heading down to the CPO route (seems likely to use Ayar). - $ORCL wins $7B Department of War enterprise software contract - JX metal doubles semi target capacity at its KR subsidary with a 4B yen investment, with operations to begin H2 2027, amid surging demand from major customers Samsung Electronics and SK Hynix - Tungsten hexafluoride spot prices surged 2.1-2.5x Y/Y following Japan's Kanto Denka and Chuo Gas announcing permanent production halts. Fluorinated liquid supply faces a vacuum as 3M plans to exit PFAS production. - From the four optical chipmaker earnings, Yuanjie/Eoptolink/TFC Optical/Dongshan Precision: no major order cuts, 1.6T shipments expected to accelerate into 2027. Optical chip suppliers expected to capture outsized margins from shortages. - Unitree Robotics Targets 30,000 Humanoid Robot Production Capacity by 2026. Read through on humanoid TAM scaling like $CCXI and others. - Energy storage lithium batteries orders increase first half orders by 2,900% apparently in China. Not as familiar with EVE Energy and other battery makers.

$INTC and $AMD to sign CPU LTAs with Chinese customers for AI DCs (Reuters). - Prices of some CPU products have risen more than 40% in China since the start of the year from sources. - Month-on-month increases topping 10% for some products CPUs were already a bottleneck, following CPU ratios due to AI inference... But the broader trend of LTAs seems to be appearing from: - Memory, with $MU, Samsung, $SNDK, and SK Hynix signing DRAM/NAND LTAs. - Photonics, with $LITE, $COHR signing EML LTAs. And recent Trendforce reports that $AMD and hyperscalers are now pursuing CW LTAs. And I'm sure there's many more from MLCCs to all the way to substrates. +1 for the bottleneck investors... hard to be a "bubble that pops" if you have take or pay demand spanning multiple years.

Wow, a historic single day recovery. $SIVEF +30.89% $IQEF +28.6% $AEHR +26.53% $CIFR +17.82% $NBIS +17.3% $AAOI +15.6% $LPK +14.48% $AXTI +14.12% $MU +12.54% $SNDK +12.8% $SOI +11.1% $TSEM +10.39% $LITE +9.25% $INTC +8.22% $AMD +8.11% $MRVL +7.27%

Memory names from Kioxia finished up a whopping +17.18%. Samsung up +6.15%. Optical networking from $SIVE, $LITE, and $AAOI are showing signs of recovery, all up 4%+. Neoclouds from $NBIS to $IREN all up 4%+ premarket. $INTC to $AMD to $MRVL all up 4%+. Does the Cramer effect work on the entire AI trade?

The nice thing about X is seeing cultural differences: I get a bunch of sidelined European accounts up 2% YTD off bank saving interest. Coming out of hibernation, and saying all along that investing in $AAOI for photonics or Samsung for memory is considered gambling. And celebrating when everything AI from $MRVL to $NBIS to $INTC finally had a crash after a few hundred percent rally. Think it’s mainly a lack of understanding of technological shifts mixed with capital preservation culture vs. growth.

Kim Sunwoo of Meritz Securities: "This Is Not the Time to Sell Samsung Electronics and $SKHY" They claim markets are excessively misunderstanding the situation with semis. And that DRAM shortage will intensify in the second half of this year. - H2 2026: "suppliers can fulfill only 75%–80% of DRAM demand". - 2027: "fulfillment is expected to fall into the 60% range." In the article, they attached market forecasts that show SK Hynix with a 2027 3.5x P/E and Samsung a 3.9x P/E. Think the $INTC CEO said it best around timeframes with his quote "no relief in memory supply or pricing until at least 2028". Especially after $MU 16 LTAs with favorable take or pay volume contracts... memory demand seems structural.

My guess is we’re close to market bottom on semis from $INTC to $LITE. A good indicator is if everyone on $RDDT blew up their portfolios to $0. https://t.co/X1m9Yv1JuX

Just a semi recap TLDR: - $GLW glass bridge per Morgan Stanley has potential, but hard to displace FAU (like FOCI) in short term - $SPCX Starlink Gen 3 is scaling to 100,000 units (10x prev gen) creating possible capacity constraints for suppliers of switches to CCL. - PCB supply shortages are projected to persist until 2028, and component shortages/price hikes are already forcing ODMs like Inventec to issue conservative H2 shipment - DeepSeek and Zhipu are developing custom ASICs to bypass $NVDA (kinda expected by now). - Anthropic has achieved a $30B ARR and is projected to hit >$1B in Q3 profit. Turns out these frontier labs are more profitable than people think. - US admin pressured $AAPL to source from $INTC, in exchange for tariff exception. Kinda pressuring alignment away from TSM. - $TSM plans a 30x expansion of its Photonic Integrated Circuit (PIC) capacity by 2028, growing from 500 to 25,000 wafers per month - Hanmi Semiconductor is entering the CoWoS packaging equipment market - $NVDA and NTT hosting a conference July 24th to discuss CPO strategies. - 5x general NAND flash price hike this year, market size $489B by next year triggered by RAG/inference. Samsung and SK Hynix make emergency fab investments, NAND equipment suppliers go brrrr. - Gas turbine bottleneck, 40% supply gap accompanied by staggering 5-year delivery cycles (mega-fabs need them for mass production). - AI probe card assembly has hit a severe bottleneck apparently. Which is attempted to by solved with things like Innovation Service's machines. - Nanya, 79.5% gross margins reported, memory go brr. 4x capex for capacity/advanced packaging. - CXMT's STAR Market IPO on July 16, so should bring a lot of attention to memory players in that supply chain. - KYEC $1.4B investment into US for $TSM Arizona output test facilities. Lot of these players like $AMKR and others should go brr in 2028. - $INTC CEO warned last month that helium could hinder the manufacturing costs and delivery times of AI chips - 3D NAND word lines are shifting from Tungsten to Molybdenum starting at the 375-layer node - SambaNova secured JPM for AI inference and raised $1B at an $11B valuation. - HBM prices projections to double in 2027 as $NVDA Rubin platform drives demand. - $MU provides $500 million in funding to support GlobalWafers' US manufacturing capacity - $META 'Iris' will enter mass production in September via $AVGO and TSMC and Meta aims to double computing power to 14GW by 2027. - Largan Precision has secured its first CPO FAU order, mass production slated for middle of next year (kinda indication around Foci and others). - Samsung and SK Hynix have delayed the implementation of hybrid bonding packaging technology for HBM4 apparently - Memory costs (DRAM/NAND) have reached 60% of the BOM for sub-$400 smartphones, causing a severe volume contraction. - SK Hynix successfully rasied $26.5 billion through a Nasdaq ADR - $TSLA issued procurement guidelines requiring suppliers to reach weekly production of 1,000 units by September and double to 2,000-2,500 by year end for its 3rd gen Optimus robot. Apparently Alliance Technology and A-Link may be in this supply chain harmonic reducers and vision lenses? Kinda go through all this stuff every day, but don't wanna be a news reporter so just consolidated stuff I found interesting.

Apparently, Korean Beauty was where all the alpha is. APR (278470.KS) is up 529% over the past 2Y, wildly outperforming both $NVDA and $INTC. Every female I know talks about their "Medicube" stick, then buying products... where you put a whole salmon's family tree on your face for better skin. The world's female population creates a bigger structural demand than hyperscalers for memory or lasers? Should have known...

Just putting it out there: If everything crashes together from $NBIS, $MRVL, $INTC, $SNDK, $AMD, $SIVE, $MU, $LITE, and others... Which are all down -4% to -10%+ today so far. Probably doesn't have anything to do with individual fundamentals. Indiscriminate selloffs from things like cascading margin liquidations, usually provide compelling opportunities if the underlying improves.

I feel like Trump is probably going to like this idea: OpenAI discussed giving the US gov a 5% stake in its company per FT. If this turns into an $INTC type situation, would be interesting if the US government becomes a soft backstop for their $1T+ in future capex/obligations. https://t.co/KQZUyd950N

$INTC (July 1, 2026-monthly chart update) How to Spot Long-Term Bottoming? Among all my indicators, I use the volatility hole as a reliable way to identify short-term or long-term bottoming. Here is the monthly chart for $INTC as an example. The dual volatility holes I highlighted in Panel 1 marked the major bottom when the stock was trading at $25–$27. Once price closed above the upper boundary, the long-term uptrend resumed. From that point, every bullish signal was highlighted for the community during my daily analysis. Even though we joined the move a bit late (I started daily charting below $40), we are still on the right train. Over the past year, I have highlighted more than 15 bullish signals in my daily posts with the label "MUST-READ". For new members: If you see this, please pay extra attention. Of course, I cannot give financial advice, but the title should speak for itself!

Nancy Pelosi just disclosed: - $1 million - $5 million of $INTC March 2027 calls - 200 $UBER March 19, 2027 call option contracts with a $50 strike price This was done last month May 29th. (her husband is the active trader executing this). Just for the people who like following along Pelosi family trades.

RT @mzuhair123: Here's my deep dive on the $INTC 18A-P process, and I call it America's 'Crown Jewel'. There's a lot that I talked about, but here are the main sections of the report: - When exactly did 18A-P become a thing? - What’s behind the extra “-P” and why derivatives matter - 18A-P under the hood: PowerVia, Power Boost, and dual-contact architecture - Apple, customer TAM, WPM figures, and CapEx implications - Why Intel is operating one step at a time under Lip-Bu Tan The 18A-P is the process to watch; it's none other. And as always, there's a visualizer as well, showing you how big an improvement the process brings over the base 18A process. Link: https://t.co/GCJd0IjDTh

Here's my deep dive on the $INTC 18A-P process, and I call it America's 'Crown Jewel'. There's a lot that I talked about, but here are the main sections of the report: - When exactly did 18A-P become a thing? - What’s behind the extra “-P” and why derivatives matter - 18A-P under the hood: PowerVia, Power Boost, and dual-contact architecture - Apple, customer TAM, WPM figures, and CapEx implications - Why Intel is operating one step at a time under Lip-Bu Tan The 18A-P is the process to watch; it's none other. And as always, there's a visualizer as well, showing you how big an improvement the process brings over the base 18A process. Link: https://t.co/GCJd0IjDTh

Dip looks like a clear buying opportunity for me personally from $MU, $INTC, to $TSM. Since we got a massive drop off BS narratives like 3 rate hikes off no newly material macroeconomic data (which comes out Thursday). If institutions really believed 3 rate hike sellside garbage that BofA put out: They would profit off it with CME/prediction markets. Which are still projecting 74% no rate hike in July. But they don't. So they're feeding retail investors garbage.

Wow, $TSEM up 10%+ today. Good times, should have made this one of my largest positions in hindsight back in March. Foundries like $GFS and $INTC have been going brrr lately. https://t.co/m5KVJ8vOAS

I think u must be new here. Many of my ideas get intense backlash at the start, especially the more original they are. $AXTI - endless hate to the point I got banned from the $RDDT WSB forum. They thought it was some scam Chinese company, but Reuters, Epiwafer company earnings, and institutions validated their InP substrate position many months later. $RPI - everyone called it some meme stock. Literally Bloomberg, Financial Times, and others went out and called it a meme stock with no fundamentals. Analysts went and said the idea was stupid and said it was going to crash “as a fact”. Earnings came out? Blew away any projection with 58% fwd revenue growth. But they seem to have forgot all the backlash they threw out at me, while they’re citing it as a high growth ai hardware company no. $SIVE? Everyone called it a “meme stock”. I get bunch of hate from Swedish media all the way up. Bunch of people didn’t understand the technical nuances, and they keep throwing personal attacks for some strange reason. But as you know it’s probably my most successful idea and it’s validated so far by institutional buying from Fidelity Research, JP Morgan as well as formally announced partnerships from $JBL to $GFS. Same hate with: - $AAOI at $30, when everyone called management a “scam” or “shady” - $LITE at $300 when everyone called photonics a “bubble” - $RKLB at $20 when everyone thought it was a low revenue launch company that was a bubble. I actually got temp banned from WSB from posting about Rocketlab since moderators didn’t like the stock. - $HOOD at $20 when everyone recalled them freezing GME buys/sells - $IQE at $12 when people thought it was just some random crap $100m company over in the UK with “no actual photonics partnerships” - $SOI at $44 when European bank analysts thought it was “overvalued”and my thesis wasn’t anything new - $NBIS at $75 when everyone in the $IREN camp said I was spreading Russian propaganda and that they had no moat - $INTC at $115 when everyone thought they couldn’t compete with $TSM - $MRVL at $85 when everyone thought they were losing ASIC share to Broadcom. - $AEHR at $35 when everyone misread their earnings and thought they had no revenue - $EWY at $115 when everyone was crying KOSPI was a bubble and LNG/helium/oil would disrupt the memory trade Can go on and on… I do read a lot of the comments, which is why I remember a lot of the hate (probably either jealously, impression farming, or lacking the technical depth is my guess). But I think at this point, people can just see each thesis validated over and over again. And the success in markets drown out the old noise. Good thing is markets are the final arbiter of what’s right or wrong, not the angry comments or posts on X.

I think something to highlight also is not all my ideas are green, especially on short term timeframes! My core three themes are Neoclouds (Energy), Memory, and Photonics. And I'm glad I chose the literal top performers for each segment from $NBIS to $EWY leaps to $SIVE. However, I still have pretty large losses following the false analyst report on CPO delays that $NVDA refuted: That nuked 3 of my TW CPO longs from Foci, Msscorp, Xintec and others. (which are heavily red). Shunsin / Win Semi are holding up much better though. Some of the other ones in Japan that I've mentioned like Towa, Harmonic Drive, NCI, etc. are performing much better following short-term volatility. As for Korea yes I have PTSD for from Auros and now Foosung that are both both red (I didn't own 093370 though, just got PTSD watching price action). Idk if I'll touch Korea again, just way too volatile. But I still think those will end up green eventually following Sk hynix/samsung qualifications + HVM, and the future japanese supply chain shutdown. I also did change some of my previous long ideas like $XLU following the Iran War nuking all chances of rate cuts from 3-4 down to 0, and that didn't play out too well. Three software names I mentioned previously like $TTD, $META ended up red. $SNAP, I also changed my thesis after noticing the endless SBC accounting methods. $RDDT idea was finally in the green from $130 -> $170 after a long time. But I think the vast majority of my ideas like $MRVL, $NBIS, $ARM, $INTC, $MU, $LITE, SK Hynix, Samsung, for larger cap. Down to $AXTI, $LITE, $AAOI, $RPI, $IQE, and others for smaller cap positions directionally play out pretty well. With random stuff like $SIMO, $HPS.A, $TSEM, $AEHR, $LPK, $SOI, $ALRIB, and so on all ended up turning out aight too. The blended average is kinda overwhelmingly green since majority of my long ideas are triple digit YTD. But I've definitely missed a few. Also entry point is really important too... I mentioned $AAOI at $30 or $AXTI at ~$13, but not everyone has the same entry point. So if someone bought AOI at $220 and it dropped to $160, I'd feel bad. But regardless, I'd prefer to judge how ideas play out on medium term timeframes over a few months rather than a few weeks.

Trump announced Intel + Apple partnership, sending $INTC up 8% today. Intel execs were reportedly surprised by the $AAPL announcement by Donald Trump. TBH, the President should lead Intel's marketing team at this point. Feel's like he's hard carrying the stock. https://t.co/eCSS46U6eb

Bernstein is legit the dumbest analyst firm I’ve seen calling for a 50% crash in Kioxia. They gave $INTC a $36 PT back in Jan and now it’s $118. Good lesson to ignore institutional reports that get published for retail consumption. They’re not here to help retail investors.

Markets should be cheering on domestic champions like $AAOI. Since it's ideal to support critical AI infra from laser fab to production in the US, rather than being a bear. Feels like everyone just outsources transceivers to Asia like Malaysia or Thailand... With $INTC, $IQE, $XFAB, $MU, $WOLF, $SOI, $SIVE, and others... If you haven't noticed by now, they're all critical to US supply chains. And every one of them are getting subsidies for securing Western supply chains. Before a major trade was to short developing US/Western equities, then hedge with subsidized foreign ones. As seen with the energy/solar firms that went bankrupt, this backfired a lot on US AI infrastructure years later with the power grid. I wanted to help change this mindset, since I believe it's very positive sum to invest in building up critical Western supply chains like photonics today. Especially if $AAOI hits their $471m/month projections after reshoring their production to America. Instead of hoping they fail and calling critical nodes in the supply chains memestocks/bubbles, maybe it's good to change mindsets a bit so we don't see a repeat of the US Solar sector years later. US/EU don't just hand out subsidies or CHIPS act grants to anyone.

Just a random thought: $JBL seems highkey compelling long idea at $38B. Don’t really think markets have priced in their 1.6T LRO pluggable transceiver business yet. Especially if it’s “how much can you make” with $SIVE as the bottleneck H1 2027. Not really is there enough demand. They already have the massive supply chains setup… and took over $INTC pluggable lines. Seems more scalable than $AAOI capex ATMs for laser fabs, if you have $SIVE + tons of different fabs like Win Semi + others mass producing lasers and $JBL doing the rest. So you’re getting that Innolight style setup for free (with US premiums), with an already validated hyperscaler supply chain. Don’t currently have positions, just throwing out a thought for others to do research on. Prob H1 2027 is when everyone starts realizing. Maybe 40% rereating seems plausible? (dont have any open positions, just a thought)

Still think this US list from $MRVL to $ARM to $INTC was goated. Just as a recap if new followers were wondering what US equities I like. Especially because I've been talking about international companies recently. https://t.co/tZGLrFEGoh

$INTC (June 8, 2026-weekly chart) Let's see if $INTC can survive the recent volatility hole on the weekly chart and spark another surge. The details were highlighted in my weekend post to the community. https://t.co/GSVLFhsFwv

I think my personal style of investing is a bit different, just some reflection: It's inherently discretionary, based on stuff markets don't know yet. And a culmination of life experiences? If you look at $AXTI, $RPI, $SIVE, $IQE and others. Lot of it is guessing on unstructured relationships then seeing if it's right or not down the line. $RPI is the perfect example: 1. Nobody really thought of Raspberry Pis for AI growth. Mainly people bought one or two just for class + education + hobbyist. 2. After OpenClaw, just noticed all my friends and people just buying Apple Mac Minis / RPIs for AI applications. 3. Found validation of that trend online with lot of people sharing video tutorials on AI orchestration with RPI. 4. AI was their ideal perfect growth vector, did some modeling, and thought it was compelling. Earnings comes out and I was right. Everyone in media was calling it a meme stock because there's nothing online that shows revenue growth from AI (was 14% forecasted revenue growth, turned out to be 58%, my projection was around 55%). So it was a mix of guessing next industry trend (AI using lightweight hardware instead of GPU clusters), real life trends, then revenue forecasting off my guess. For stuff like $AXTI: 1. Everyone called it a joke when I bought at ~$12. LLMs would hallucinate and say "hyperscalers/govs would have known about this by now and fixed this vulnerability with InP substrates" 2. Or would conflate very nuanced parts of InP substrate stack, where there's multiple different chokepoints in upstream processing. 3. So part of this was just discretionary based on what I've seen over InP substrate breakdowns, industry trends, etc. 4. Then also guessing the major supercycle was photonics (this was before everyone caught onto $LITE, and others). Or before you saw the $141B TAM projections from GS. 5. AXT owned 40% of InP supply chain, without them the supply chain just gets cripped). 6. All the "analysts" were forecasting steady InP substrate growth, few hundred million TAM, etc. or export controls. 7. Everyone kept trying to say $AXTI was overvalued based on TAM estimates. But if it's a few hundred million TAM you just think that's a joke and go into game theory over allocations. 8. Then I just had to guess, how much would this be worth if it were a NAND style bottleneck, what MC could it reach based on control, how much would hyperscalers price it as, etc. A lot of the current research outputs from Goldman Sachs, or earnings reports from the Epiwafer companies, were confirmed after I published my piece on AXT. If you did research back then, lot of the same material /framing wouldn't have come up. With stuff like $XFAB as you're seeing now, a lot of it is just pure guessing: 1. Not really any CPO materials, how much their MTP process makes in revenue, etc. Everyone online keeps saying they're not a photonics player. 2. But if you go through ASE docs or Gov websites, they all kinda cite XFAB as a major emerging player here. 3. $NVDA also evaluating them right now (maybe it's successful who knows). 4. No clear revenue around this area because their main silicon photonics process is still precommercial, but if you guess it's trying to create a EU supply chain to compete with $TSEM, once pre-commercial shifts to commercial, maybe similar but less volume contracts? 5. Then just seeing updates over the next few months to see if anything confirms this thesis guess. _ I think a lot of information discovery still can be done with LLMs I'm seeing online. But it's also really hard to make a bunch of unstructured inferences based on unrelated material or even just trends you're seeing in real life. So probably better to just do what's standard, eg. do valuation forecasting based on current numbers Stuff like $AAOI, if they're projecting $471m/M h1 2027 and you see MC at $12B, probably undervalued might be a good idea to go long for next years. Stuff like Samsung Electronics is easier, see what people are modeling for operating profits for 2027, 2028 then just seeing if it's undervalued or not at current levels. Maybe something harder is $JBL. I haven't really seen any great volume numbers around 1.6T LRO, but you can just make a guess on how popular that might be then project how that might impact current MCs. Or picking just good names everyone kinda agrees like $TSM, $INTC, $MRVL is also solid. So a lot of things is just building up your life skills then applying that to markets. I don't think it's that can be taught with courses and stuff. Of course, much of what I'm doing is just high conviction inference based on unconnected parts. Could always be wrong.

Just very helpful timelines reiterated around glass substrate (source: Trendforce): - SKC Absolics (011790) H2 2026 (first mover x $AMAT) - $AMD customers - Samsung electromechanics h2 2027 (009150) x Sumitomo Chem (4005) - Apple / $AVGO / hyperscalers Idk about $INTC 2030 reports, we’ll see. $TSM CoPoS was 2-3Y was correct though from recent TSM chairman comments. Innolux was interesting beneficiary. $SHMD should be too off TSM but financials were pretty toxic. Same players should appear multiple times, eg innolux + SKC. Also applies to $LPK and upstream equipment seller around these ramps.

Yes, we talked about why aggressive sizing in some stocks is necessary. This is what I’ve learned from the very wealthy in Asia over the past decade through my observations and interactions with them. Without proper position sizing, meaningful wealth creation is almost impossible. Holding just 100 shares in the right stocks — even in names like $AMD, $NVDA, $AVGO, $TSLA, $MU, $MRVL, $ARM, or $INTC — won’t change your lifestyle or retire you. When we’re in the right stocks, we should size up aggressively during big discounts and continue to add when bullish signals flash across the screen. Maybe Cat @cantonmeow will share a chapter on position sizing in his new book. It really takes us 3-4 weeks to fully explain this.

Just some mobile shower thoughts around $XFAB and train of thought: 1. 800vdc $NVDA push look for GaN/SiC players / power semis. 2. $NVTS and other fabless/fab-lite beneficiaries of $NVDA push probably use foundry models 3. care more about Western supply chains over Asia, want to build up Western capabilities + Western premiums. 4 China has a lot of capacity, maybe risk into 2028, but again it’s building up Western supply chains 5. XFAB only high volume SiC foundry in America (others like $ON or Infineon are vertically integrated) 6. advanced 6in SiC, 8in GaN on Si, building out 8in GaN 7. Maybe likely they’re developing 8in SiC from CHIPS backing, just not public material 8. check SiC revenue -> 152% Y/Y growth okay. Probably something markets missed, since blended looks worse from automotive slump, that should come out recovery 9. $NVTS and others turns out to use $XFAB. $POWI cites $XFAB in filings, among others. 10. both are $NVDA power semi explicit partners, great exposure indicator to 800vdc power semi players. 11. US Dpt. of commerce cites $XFAB as only high volume SiC foundry in the US, $50M PMT 12. validation from US Gov about critical component in supply chains is amazing 13. EU CHIPS Act gives $XFAB $128M EU, for foundry (MEMS, AI, etc), okay turns out they’re critical MEMS player 14. So that’s validation from EU gov about critical component in supply chains, dual continent subsidies 15. So now we know $XFAB is a critical MEMS foundry so you get SiC capabilities, GaN development, and MEMS upside 16. they also got $47.6M EU funding for leading Silicon Photonics supply chain in EU. So that’s EU funding on multiple angles. 17. Turns out, I know all the players there from smartphotonics from $GFS deck. 18. $NVDA and $NOK are qualifying them for silicon photonics HVM. I think this is just a government backing angle for success in EU photonics so likely to succeed… kinda like how Us gov encourages everyone to use $INTC. 19. Okay chips act 2 is coming out next week… so they’ll probably get funding there or more revenue commitments 20. 1.28 p/b, now that’s probably just book cost? Likely coming out of $SOI type legacy drag cycle. 21. Did some modeling around actually replacement values, true replacement p/b cost likely ~.5/.7. 22. Getting business for free, while having upside from SiC near term into Silicon Photonics / GaN as main growth past H2 2027. Thoughts: derisked by p/b values + replacement value. maybe like 20% downside from macro. However, critical dual continent importance. So downside risk seems low, but upside is compelling. Lot of capex likely backstopped by upcoming chips act catalyst + national security concerns. Maybe 2.5-4x rerating seems possible/likely. Not a 10-20x, but recovery from depressed valuations from silicon photonics upside with SiC / GaN bridge. TLDR: likely trading lower than replacement value, dual continent subsidies likely subsidize capex. Gov grants shows importance to Western supply chains, photonics longer term upside, SiC/GaN demand likely near term upside and bridge. Don’t control any recent volatility, should shake out anyone not really confident in the thesis though. CHIPS act 2 from EU is coming up, $XFAB was listed in earlier blueprints for optical ecosystem, so should get a boost after that comes out as near term event catalysts. So now is the risk reward seems compelling, we’ll see if this is right or not

To be fair Trump did tell everyone to buy $DELL, multiple times this year. He did go out and buy $1-$5M worth of Dell stock himself after all… But should have seen this coming with Dell blowout earnings. After what happened with $INTC. If you feel like you’re late, there’s a lot of implications to Dell’s upstream suppliers that markets might not have priced in yet.

RT @dannycheng2022: Never underestimate the power of simple charts and the beautify of genuine long term investment—these parabolic stocks are likely to go even higher. $ARM $INTC $AAOI $MRVL $AEHR $SNDK $MU blockstack:native $AMD $AXTI $AVGO I've been charting these outperformers almost daily for months now, whenever I can, to keep my community informed. I’d rather not spend time on laggards — it’s not the best use of either of our time.

Do not sell multi-year breakouts — buy at the breakout! Most retail traders have it completely backward — they sell at multi-year breakouts instead of buying them. In reality, when price finally breaks out after years of consolidation, it often signals the start of a powerful, sustained uptrend with strong momentum. Selling into the breakout means exiting far too early and missing the biggest part of the move. Smart traders or investors do the opposite: they buy the breakout to ride the expansion phase. 1. $BB 2. $EWY 3. $INTC 4. $DELL @cantonmeow @sheslee @tonylee80 @starship_ride @yatchiu226 @chad_ventures @gabz_investing Disclaimer: Not financial advice.

Fun fact: Lot of the same companies are often used across different supply chains. One likely example is: $SIVE as the upstream laser supplier to Boston Dynamics via: Sivers -> $AEVA FMCW (CW DFB lasers) -> LG Innotek -> Boston Dynamics. I actually personally liked Aeva for 4D AI first. Just so happened to find out Sivers was their high confidence laser supplier for 4D FMCW lidar. So you actually get robotics exposure with photonics while the same CW lasers used for hyperscaler AI DCs. Near term revenue ramp though it's probably $SIVE supplying laser volume ramp for $NVDA self-driving car related architectures though Aeva. Humanoids are probably later in 2028? You can always get more indirect exposure like MU with memory or $INTC with edge CPUs, but of course there's more direct exposure out there. Think I've already covered a lot of names in the past like $VPG or Harmonic Drive. But hilariously enough CPO players like $SIVE are a core part of frontier physical AI development.

I don't post dollar amounts because they don't matter. What matters is return %. Speaking of that... YTD: 3840.39%. I'm probably the only one in the world. Who called out multiple names that 10x'd in a short timeframe. Do you remember these thesis anon? 1. $AXTI 2. $SIVE 3. $AAOI 4. $LITE 5. $IQE 6. $AEHR 7. $CRCL 8. $EWY 9. Unimicron 10. Nitto Boseki 11. $OSS 12. $GDRZF 13. $RPI 14. $SOI 15. $ALRIB 16. $SNDK 17. $SIMO 18. $VPG 19. $TSEM 20. $ARM 21. $MRVL 22. $INTC 23. $LPK 24. $NBIS 25. $MU They're all up 100-1000%+, because... 1. I post a thesis. 2. People can see how the stock performs months later. 3. They turn out right (thesis validation) because they're up hundreds of percent + hold their returns. I really dislike the traditional X influencer who shows large dollar amounts or fancy watches/cars/private jets. Then use that to get more by selling expensive subscriptions rather than through market returns. So trying to set a new trend off pure information discovery/synthesis from free thesis posts and the results that follow in terms of return percentages. TLDR: Market returns in terms of percentages matter the most to validate a thesis. Not the dollar amount made.

People keep asking: Hey why do have new longs with Taiwan/EU stocks recently like $LPK or Foci? And not much with new US ones? It's partly because the list of US stocks I've liked from $INTC to $NBIS hasn't changed. You can always just let the ones you like grow. https://t.co/ostZWjOAAm

When I see comments like this (and there are a lot) from retail investors: I immediately think they lack the technical depth. I'll walk through each one from $SIVE to $LPK: 1. Photonics TAM goes from $14B -> $154B In just two years time, and it's likely going to keep scaling past 2030 as it's the next generation architecture of choice. It's not going away in 1 year. It's not going away in 3 years, which is why $LITE premiums keep going higher since they're backlogged into 2028. $SIVE supplies CW lasers and is highly tethered to CPO and now pluggable transcivers for 1.6T and 3.2... For expected companies like $JBL, Ayar, Lightmatter, Lightelligence, $POET, $MRVL Celestial, and $AMD. This isn't a "trade", it's the core chokepoint and IP holder for the next generation of photonics. And it's a comfortable hold for the next few years as they scale to become the next $LITE. The risk I personally see (since they're already qualified with so many players), it's mainly how much TAM they can capture of the overall optical supercycle. (And potential risks with Win Semi volume ramp, but Win is massive so I can sleep tightly there). As just supplying lasers isn't enough to justify valuation. It's TAM expansion downward into making the entire ELS or entire pluggable transceiver that makes these laser companies so valuable. Then afterward, they can vertically integrating upward for gross margin expansion upward like $COHR into doing the laser fabs or even substrate level. And that in my view is a very asymmetric risk/reward ratio as we've already seen this done with $LITE as they went from $2B to $80B. 2. $LPK - Is the purest exposure, without the messy financials of SKC Absolics, as the next advanced packaging shift for glass substrates. Almost every single major semi company from $INTC to Samsung are adopting glass substrates. $LPK is basically $ASML of this chokepoint, since they supply to ~80% of the global players currently. Yes, there's "trade cycles" for equipment suppliers like $ASML, where if there's more foundry capex, ASML scales up. But if there's downturns, these tend to perform poorly, and don't capture all the volume ramp that happens after. However, if the MC is $650m and they're making $100-200M, revenue per costumer volume ramped, the amount they make from the glass substrate cycle will likely exceed current valuations. And they'll have baseline fundamentals (as more companies adopt the packaging shift), that keeps their valuation up. It's just a waiting game for volume ramp at this point. 3. $AAOI - This is literally $INTC but for America + Photonics. It's like saying Intel is not a long term investment. Guess where all your optical transcivers are made? China. Thailand. Malaysia. If you look at Innolight, Eoptolink, $FN, and others. AOI is building the largest Made in America supply chains for both CW laser fab, as well as 800g, 1.6T assembly. Yes, there are pluggable cycle ups and downs to this as well. There's going to be a wave for 1.6T next year, then CPO cannibalizes pluggables down the road. But since they make the entire supply chain in house, they have extreme optionality for other segments. And like $NVDA older gen-GPUs, there's going to be sovereign DC requirements for older gen pluggables from names like $AAOI. It's likely going to keep rising as it hits that $400m+/month revenue target H2 2026. There's just a lot of different short term volatility along the way like the $600m dilution. 4. $IQE - ??? It's one of the most important players in the Western word for epiwafers. $MTSI went out of their way to pay off IQE's debt because they can't have them going under. $IQE is also supplying to $LITE. The world is currently bottlenecked both on the epiwafer level from Landmark comments and InP substrate levels. Their financials were track but the raw book value, and value they hold to the entire Western supply chain... completely justifies their valuation. And other optical companies will not let their core upstream supply chain go under. As these tens of millions worth of materials would screw up tens of billions worth of downstream products. Again photonics is the next generation architecture required to scale AI. It's not Quantum where it's just "In development". It's literally here and the architecture of choice by $NVDA. I would not be surprised if all of these are a lot higher in 3-4 years time. People who think it's one and done in 3 months time "only because I mentioned it" don't know what they're talking about. Institutions would have bought up the name eventually (like Point 72 on $IQE) and retail would only find out after their valuations are 600% higher. Should really do the research before adding comments like these: These are all forward growth companies that require in-depth supply chain knowledge.

Leopold Aschenbrenner is a legend, but I'm not quite sure he can beat 3152.77% YTD in the Serenity Awareness fund. That being said, I've hit 23 different longs this year with 100-1000%+ YTD. 1. $AXTI 2. $AAOI 3. $SIVE 4. $LITE 5. $IQE 6. $AEHR 7. $CRCL 8. $EWY 9. Unimicron 10. Nitto Boseki 11. $OSS 12. $GDRZF 13. $RPI 14. $SOI 15. $ALRIB 16. $SNDK 17. $SIMO 18. $VPG 19. $TSEM 20. $ARM 21. $MRVL 22. $INTC 23. $LPK Do you remember all of these anon?

$INTC (May 15, 2026-daily chart) The reliable and accurate buy signals have been highlighted on the daily chart. Trend is always your friend when you are in the right stock. https://t.co/K7RJp8aj5K

$INTC (May 13, 2026-daily chart update) The bullish signals I shared have been highlighted numerous times since the $40 and $70 levels a few months ago, and the uptrend has played out exactly as anticipated. The previous volatility holes on the daily chart have been spot on — perfect reliable buy and accumulation signals every single time. Once price blew past the upper boundary, another rally fired off. A new volatility hole emerged today. Let's see if $INTC can surpass it soon if whale accumulation remains steady and strong.

JUST IN: The Unusual Whales live trading show, WhaleWatch, is Live! Join below to see how traders use our tools, currently covering $INTC pre-news flow 9am - 9:30am: Premarket Pulse 9:30am - 10:30am: Open Waters 10:30am - 11:30am: Flow in Motion https://t.co/9zfHnOoubL

Is it just me… Or does it feel like everyone on X or $RDDT made millions off of $INTC, $MU, and $AMD recently? https://t.co/CWEt5rcusn

Just a TLDR of recent semi developments: 1. $TSM pushing hard CoPoS - VisEra/others might go brrr earlier than expected. 2. $AAPL goes with $INTC for semi production, which is a major shift cause they normally go with TSM. Made in America go like Intel go brrr. 3. $NVDA Vera Rubin reportedly makes changes to cooling architectures very recently. "Taiwan's thermal management suppliers are emerging as one of the fastest-growing segments in the AI hardware ecosystem" - From Last Month. "Vera Rubin server architecture is expected to drive a fundamental shift in data center cooling and system design" Will cover thermal ecosystem later, maybe it's time to take a look? 4. 2D NAND shortage spirals after Samsung, Micron, and rivals exit market Macronix, Windbond go brrr. implications for GigaDevice and other niche players. 5. "Big Tech reportedly offers to fund SK Hynix fabs and EUV" - Memory that badly bottlenecked that mag7 wants to pay for it, so $MU, SK Hynix, Samsung go brr. 6. $TSM 2026 net revenue $12.6B for April 2026. Revenue up 30%, Semis keep going brr. 7. Anthropic needs compute -> SpaceX. So implications for compute demand is extreme here which is BRRR $NBIS and others. But it's very interesting they sidestepped Neoclouds and went with SpaceX. 8. "SKC to Accelerate Mass Production of Glass Substrates for U.S. Clients by the End of the Year" "the end of the year, ahead of its original plan, it has been announced" Glass Core substrates players like $LPK for mass production and other related players like SKC go brrr. Glass timelines moved up. heavy brrr glass. 9. "Power chip shortages deepen as AI server demand and GaN battles escalate" Maybe time to look into the power chip bottleneck anon? 10. "Adata said DRAM and NAND flash contract prices will each climb more than 40% in the second quarter of 2026" Another positive for $MU, SK Hynix, Samsung, $SNDK, and others.

I feel like all the $FISV, $PYPL, $NVO value/dividend investors went extinct this cycle? Was very popular, even last year… But if you pivoted to semis like $INTC or $SNDK, you would be up 200-400%+ YTD. X feed is just AI bottlenecks now, feel like I helped start a new trend? https://t.co/tj7ykBGMyr

$INTC (May 9, 2026-daily chart update) The four volatility holes on the daily chart have been spot on — perfect reliable buy and accumulation signals every single time. Once price blew past the upper boundary, another rally fired off. Trend is always your friend — especially when you’re in the right stock — instead of trying to trade in and out to miss the long term rally. The bullish signals I shared have been highlighted numerous times since the $40 and $70 levels, and the uptrend has played out exactly as anticipated!

I’ve said this before when $AAOI was $6.49B. Now it’s $11.5B and this is the same story: Basically this is the Optical version of $INTC, where they’re scaling capacity from laser fab to assembly Made in America. Anything they make is likely to be bought out by hyperscalers. Current financials don’t really mater if you look at $1.41B quarterly revenue ramp by mid 2027 projections ($471 x 3) vs current MC. And the overarching 9x TAM curve from GS projections.