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  1. 引用
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    Yep, I'm personally high conviction on the AI trade (especially photonics/memory) despite macro. - $NVDA gave forecasts for $1.3T hyperscaler capex ($100B+ above BofA analyst expectations) - $SPCX Wells Fargo forecasts are ~$263B for 2027. - $127B spend in 2027 for Anthropic/OpenAI model training + inference from internal investor documents (WSJ). - Even the Pentagon (US gov) is looking to fund the AI buildout, with $5B potentially into Fluidstack. What sectors do I think capex flows hit the hardest? Photonics + Memory. Trendforce for example est. DRAM and NAND to be 68% of hyperscaler capex in 2027. So when all that memory procurement spend hits the balance sheets of $MU, $SNDK, Samsung, $SKHY with…展开完整原文

    Yep, I'm personally high conviction on the AI trade (especially photonics/memory) despite macro. - $NVDA gave forecasts for $1.3T hyperscaler capex ($100B+ above BofA analyst expectations) - $SPCX Wells Fargo forecasts are ~$263B for 2027. - $127B spend in 2027 for Anthropic/OpenAI model training + inference from internal investor documents (WSJ). - Even the Pentagon (US gov) is looking to fund the AI buildout, with $5B potentially into Fluidstack. What sectors do I think capex flows hit the hardest? Photonics + Memory. Trendforce for example est. DRAM and NAND to be 68% of hyperscaler capex in 2027. So when all that memory procurement spend hits the balance sheets of $MU, $SNDK, Samsung, $SKHY with 70-80%+ margins. I don't think these companies care about short term macro scares. And when your leading memory companies are all allocating capacity for DDR5/HBM or high end memory, with little visibility on legacy memory supply coming online. What does that say about the durability of ESMT/Etron/Winbond and others? And when your optical content/GPU goes up for rubin ultra + $META / $GOOGL TPU v9, etc. Alongside TAM eg. $131.4 billion (+81% revision) for 2027 optical module forecasts. Who benefits from supplying all that lasers during a shortage other than $LITE / $SIVE / $AAOI / $COHR? I think the overwhelming fundamentals + growth of some of the AI sector companies will outperform macro.

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    So... here's my take on US / China tensions: You have European monopolies like: - $ASML (EUV) - $SOI (Photonics-SOI) - Zeiss SMT (ASML EUV supplier), Trumpf (ASML EUV laser supplier) Japan has many near/complete monoplies like: - TOK, JSR, ShinEstu, Fujifilm for EUV photoresist - 90-100% share - coat/develop equiment with Tokyo Electron -90%+ - actinic EUV patterned mask inspection (Lasertec) -100% share - EUV mask blanks (HOYA, AGC) ~93% share - arf photoresist - Nittobo T-Glass - ABF film (Ajinomoto) - lot of misc from specialty glassAGC, wafer thinning/grinding/dicing with Disco and others. Then there's US allied countries like Taiwan eg. $TSM, Korean memory with $SKHY / Samsung. US has EDA with Syno…展开完整原文

    So... here's my take on US / China tensions: You have European monopolies like: - $ASML (EUV) - $SOI (Photonics-SOI) - Zeiss SMT (ASML EUV supplier), Trumpf (ASML EUV laser supplier) Japan has many near/complete monoplies like: - TOK, JSR, ShinEstu, Fujifilm for EUV photoresist - 90-100% share - coat/develop equiment with Tokyo Electron -90%+ - actinic EUV patterned mask inspection (Lasertec) -100% share - EUV mask blanks (HOYA, AGC) ~93% share - arf photoresist - Nittobo T-Glass - ABF film (Ajinomoto) - lot of misc from specialty glassAGC, wafer thinning/grinding/dicing with Disco and others. Then there's US allied countries like Taiwan eg. $TSM, Korean memory with $SKHY / Samsung. US has EDA with Synopsys/Cadence, $LCRX / $KLA, $NVDA, and many downstream giants. China has many chokepoints such as gallium, graphite, refined lithium, and others + benefits from cost mass production over many future supply chains (eg. robotics). If I had to give my opinion on US / China supply chain wars: - US is trying to achieve Western independence from China/Russia rare earths + materials supply, but took too long (should have been a priority last decade). - China is trying to eliminate strategic chokepoint dependence and forcing US reliance on Chinese supply chains (as seen with Wf6) It's a race on who achieves supply chain independence first to gain leverage over the other. And fun thing is, AI acceleration kinda throws an unknown variable in terms of speeding up independence. As well as open source efforts (eg. RISC-V), which China is heavily focusing on. So it's a weird paradox where US should theoretically support open source hardware development + open source AI, but it's also being exploited against them. From a Chinese perspective, they're pressuring US supply chains by targeting Japan, which increases Western supply chain reliance on China. And going down the list to eliminate competitor chokepoints internally by throwing subsidized spend into R&D. Or by acqusition as seen with China's acquisition of EU leaders like Ficontec. America... they had all the cards initially, but I think they got too comfortable, and took too long to focus heavily on rare earths (recent funding is a good thing). The earlier tariffs went the wrong way (socks, furniture, other exports), and pissed off allies in EU/Canada too. Which could have been used for leverage for major chokepoints. But maybe they'll realize soon enough why allies are important. Anyway, we'll see what happens, just my two cents about ongoing dynamics. In an ideal world, everyone works together... TLDR: Just some shower thoughts on how there's an unspoken race on who achieves supply chain independence first to gain leverage over the other.

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    Macro has clearly cut high beta AI valuations over the past few months. But I try to stay focused on fundamentals. If you're curious about my take though: We're seeing record visibility with - memory (2031), photonics (2029-2030), etc LTAs - $NBIS, solana:5aQcoaSyy7fnhvpRHasBUAMH2nL5tTjVrmFw6BeGmoon, etc. massive demand imbalance for compute despite capex spend. - combined with record projections ( $NVDA 70% growth 2027, $SMCI $60B+ new server orders, etc). vs. uncomfortable macro where: - Warsh said the Fed has "more work to do" if underlying inflation isn't clearly returning to 2%. - July PCE came in at 3.7% Y/Y - July jobs report payrolls fell by 23k with unemployment at 4.1% -10Y Treasury high/ 30Y…展开完整原文

    Macro has clearly cut high beta AI valuations over the past few months. But I try to stay focused on fundamentals. If you're curious about my take though: We're seeing record visibility with - memory (2031), photonics (2029-2030), etc LTAs - $NBIS, solana:5aQcoaSyy7fnhvpRHasBUAMH2nL5tTjVrmFw6BeGmoon, etc. massive demand imbalance for compute despite capex spend. - combined with record projections ( $NVDA 70% growth 2027, $SMCI $60B+ new server orders, etc). vs. uncomfortable macro where: - Warsh said the Fed has "more work to do" if underlying inflation isn't clearly returning to 2%. - July PCE came in at 3.7% Y/Y - July jobs report payrolls fell by 23k with unemployment at 4.1% -10Y Treasury high/ 30Y highest since 2007 - Iran tensions continuing - Japan Yen weakened to 160/ 2 rate hikes in Korea And with rate 40/60 in favor of 25BPS near-term hikes. There's definitely implications on financing + too many third/fourth order effects for me to personally map. I'm not a macro expert but my take is: The AI buildout will continue w/ $1.3T+ capex poured upstream expected next year, flowing through many bottlenecks and chokepoints. While markets chopped off forward valuations and rotated toward currently profitable/defensive companies. I don't know what's going to happen, especially since rate hike odds are almost a coinflip, and Trump posts can change sentiment overnight. As long as I don't see indicators of hyperscalers cutting capex or demand wavering. I'm staying long despite macro volatility, since I want ownership of the names controlling the future of the AI buildout. And if there's any indicators of better macro climates, high beta are typically the fastest to recover.

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    Yep, with $NVDA investing $3.5B into Mediatek. It does feel like Nvidia is playing kingmaker with the next generation of ASIC winners like $MRVL / Mediatek, with a second order effect of eroding $AVGO position. Playbook feels similar to what they did with Neoclouds like $NBIS and $CRWV (vs. hyperscaler cloud programs) Help create the next leaders, then make them both financially and strategically aligned with Nvidia. I do think it’s brilliant, but moves like this might push $AMD, $AVGO, and certain hyperscalers closer together. Regardless this move cements Nvidia’s strategic position in inference (where hyperscaler ASICs were a former long-term bear case).

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    FYI to the AI bears: $NVDA projects $1.3T of hyperscaler spend for 2027. Up from ~$800B in 2026, alongside ~70% revenue growth despite remaining capacity constrained… far above prior Street expectations of ~45%. That capex flows across the AI supply chain… from memory and networking to foundries. Especially through the new bottlenecks/chokepoints that didn’t benefit from older generations. We’re like 2 hours into the party where people started off drinking Sapporo draft beer. Someone spiked Situational’s drinks and we had to pause the party for 30 min. But now it’s back on with tequila shots on the table. I think the real party is about to begin.

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    Just my final recap on thoughts + fundamentals of $SIVE from ER: Pluggables (1.6T Ramp) for 2027: - $JBL (1.6T LRO, confirmed) Orders H1 2027, Ramp H2 2027 -> -> Likely multiple hyperscaler customers - 3 pluggable makers (evaluation) - 3 pluggable makers (supply assessment) Reference Design for likely H2 2027–28+: - $GFS (Globalfoundries) SCALE (confirmed)) -> -> Likely $AMD and other hyperscalers as CPO customers External Light Sources / Optical Engines for 2027: - $POET (confirmed) -> -> Lumilens / hyperscaler end users - O-Net (confirmed) -> -> Massive ODM/OEM for Hyperscalers + Asia - Likely $AEVA (mapping) -> -> supplying to OE -> hyperscalers / lidar - SemiNex (confirmed) Optical I/O for 2028:…展开完整原文

    Just my final recap on thoughts + fundamentals of $SIVE from ER: Pluggables (1.6T Ramp) for 2027: - $JBL (1.6T LRO, confirmed) Orders H1 2027, Ramp H2 2027 -> -> Likely multiple hyperscaler customers - 3 pluggable makers (evaluation) - 3 pluggable makers (supply assessment) Reference Design for likely H2 2027–28+: - $GFS (Globalfoundries) SCALE (confirmed)) -> -> Likely $AMD and other hyperscalers as CPO customers External Light Sources / Optical Engines for 2027: - $POET (confirmed) -> -> Lumilens / hyperscaler end users - O-Net (confirmed) -> -> Massive ODM/OEM for Hyperscalers + Asia - Likely $AEVA (mapping) -> -> supplying to OE -> hyperscalers / lidar - SemiNex (confirmed) Optical I/O for 2028: - Ayar Labs (confirmed) -> -> Likely $AMD, ALchip, and hyperscaler ASIC program end users + $NVDA NVLink - $MRVL Celestial (potential customer from 2023-2024 disclosures) - Lightmatter (potential customer from 2023-2024 disclosures) - Lightelligence (potential customer from 2023-2024 disclosures) Then potentially $AAPL for 2028 for next-generation wearable updates and other programs from TFLN with Lightium. In terms of capacity allocations: - Win Semi - 1 other foundry (with tremendous allocations) during an InP CW DFB laser shortage. These are all on-going developments/qualifications since Sivers is targeting next-generation SiPH + CW with 1.6T and CPO for 2027-2028. Especially as Goldman Sachs models the CPO opportunity going from effectively near-zero today to ~$91B TAM by 2028. However my criticisms were: => Main focus was not on communicating economic scale of 2027-2028 optical ramps to Western audiences. => Legal vagueposts around NASDAQ listing should be dropped, and clear direction should be set + executed faster on. =>Too much focus was put on defending smaller current revenue/TTM revenue/pipeline conversion (allspace, Tachyon.) relative to future qualifications/partner size/capacity/potential. $SIVE needs to position themselves as a forward looking, global hypergrowth optical company supplying lasers to hyperscaler programs. And not let the narrative get dominated by backward looking metrics. And as Morgan Stanley put it... "Key [CPO] participants include … $LITE, $COHR, and Sivers laser supply". I'm personally a happy $SIVE shareholder for high-beta exposure to the next 2027-2028 optical shift with 1.6T/CPO.

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    Okay just to simplify this: There is a guy who eats a lot called $NVDA. Nvidia only wants to buy high-priced potatos off the farmers. A potato farmer $MU, that was selling carrots... now shifted farmland to potatos. Nvidia caused a great potato famine cause they can eat a lot. So everyone else who farmed carrots like SK Hynix and Samsung moved their farmland capacity to grow potato. But... people still need to eat. And carrots are a healthy part of their everyday diet.. Now there's no more carrots aside from a player like "ESMT", the legacy carrot farmer. So now, because everyone buys carrots off ESMT, there's a shortage and the price goes up. So ESMT needs more carrot seeds (from PSMC). But PSMC is r…展开完整原文

    Okay just to simplify this: There is a guy who eats a lot called $NVDA. Nvidia only wants to buy high-priced potatos off the farmers. A potato farmer $MU, that was selling carrots... now shifted farmland to potatos. Nvidia caused a great potato famine cause they can eat a lot. So everyone else who farmed carrots like SK Hynix and Samsung moved their farmland capacity to grow potato. But... people still need to eat. And carrots are a healthy part of their everyday diet.. Now there's no more carrots aside from a player like "ESMT", the legacy carrot farmer. So now, because everyone buys carrots off ESMT, there's a shortage and the price goes up. So ESMT needs more carrot seeds (from PSMC). But PSMC is running low on carrot seeds to grow the carrots. So PSMC charges ESMT more for the seeds. But the price ESMT sells the carrots at are much higher than what PSMC hikes the carrod seed price. now... ESMT is making enough from selling carrots that it traded 1.9x P/E off July's earnings. Can ESMT keep selling these carrots through 2027? All the other farmers thinks so since it's both hard + low incentive to migrate their valuable potato farms back to carrot farms.

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    Nah, $SIVE is the most unusual $1B photonics company I've ever seen. Just for AI DCs alone: - Reference laser for $GFS SCALE (CPO/NPO/pluggable) - 7 pluggable engagements disclosed, with $JBL as primary ramp (with H1 2027 timeline) - ELS path with O-Net - ELS path with $POET - Lasers to Ayar for CPO I/O (now in $NVDA nvlink ecosystem) - Lasers for $AEVA (which now has NPO agreements with optical engine providers for hyperscalers) - Celestial/Lightmatter/Lightelligence (likely customers in 2023/2024) - InP lasers on TFLN with Lightium Then it has 2 substantial allocations for CW DFB laser capacity during an industry shortage. As well as one of the few CPO-grade laser suppliers out in the industry. Let m…展开完整原文

    Nah, $SIVE is the most unusual $1B photonics company I've ever seen. Just for AI DCs alone: - Reference laser for $GFS SCALE (CPO/NPO/pluggable) - 7 pluggable engagements disclosed, with $JBL as primary ramp (with H1 2027 timeline) - ELS path with O-Net - ELS path with $POET - Lasers to Ayar for CPO I/O (now in $NVDA nvlink ecosystem) - Lasers for $AEVA (which now has NPO agreements with optical engine providers for hyperscalers) - Celestial/Lightmatter/Lightelligence (likely customers in 2023/2024) - InP lasers on TFLN with Lightium Then it has 2 substantial allocations for CW DFB laser capacity during an industry shortage. As well as one of the few CPO-grade laser suppliers out in the industry. Let me know what other player around this range has so many ongoing qualifications, a large TAM, and in photonics. $SIVE is the #1 for me in terms of MC relative to qualifications paths across the industry.

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    I've always been bullish on memory with $MU / Samsung / solana:SKHYhSjuRWHgikq8eRKbtBbpABgJSkd7ytQV14i9EQ3 for the 2026-2027 period. Same opinion, even after $NVDA call. And I've been fervently defending how high end memory demand is structural + OP for operating income (especially during Iran tensions around LNG/Helium). Nvidia earnings just reaffirms what we know about extreme demand since commitments went from $119B -> $279B largely driven by memory procurement. Nvidia's CFO also said: "We are experiencing extreme pricing conditions in memory." As for what I've done, H1 2026 I was extremely overweight in memory: With $MU, $SNDK, Phison, $SIMO, Nanya, Macronix, Winbond, and $EWY / SK Hynix (HBM/DR…展开完整原文

    I've always been bullish on memory with $MU / Samsung / solana:SKHYhSjuRWHgikq8eRKbtBbpABgJSkd7ytQV14i9EQ3 for the 2026-2027 period. Same opinion, even after $NVDA call. And I've been fervently defending how high end memory demand is structural + OP for operating income (especially during Iran tensions around LNG/Helium). Nvidia earnings just reaffirms what we know about extreme demand since commitments went from $119B -> $279B largely driven by memory procurement. Nvidia's CFO also said: "We are experiencing extreme pricing conditions in memory." As for what I've done, H1 2026 I was extremely overweight in memory: With $MU, $SNDK, Phison, $SIMO, Nanya, Macronix, Winbond, and $EWY / SK Hynix (HBM/DRAM + NAND + legacy DRAM/NAND + controllers + NOR Flash). I trimmed down those positions aside from Samsung/SK Hynix longs, since I do believe many have been rerated (eg. Micron $300 -> $1000+ already). I think the largest price discovery period has played out, but just a waiting game for the operating income to catch up (esp u samsung) And I used that period to go overweight on photonics. But I do believe we're seeing a relatively newer cascade down into the "legacy legacy" memory like DDR2/DDR3 with the "legacy" players like Winbond leaving some of those segments. Where the price hikes finally hit the 40-60% Q/Q mark, which reminds me of the extreme $SNDK days, across DDR2/DDR3. Which is why I started up positions in ESMT (1.9x P/E from July annualized) and Etron. Maybe we'll see a price discovery moment further down the legacy memory stack (could be wrong), but that's the area I've focused on recently.

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    $NVDA: "We expect to grow revenue by approximately 70% in fiscal 2028. This is a supply constrained outlook" That statement alone is probably more important than the entire earnings beat just now? Insane upward revision beat from +43.9% expected to 70%. "With cloud industry backlog now greater than 2 trillion, CapEx by the top five hyperscalers is expected to reach nearly $800 Billion in 2026 and 1.3 Trillion in 2027" $1.3 Trillion in 2027. (MS was around $1.2T June, so this is upward projection revisions) Yeah the high-beta parts of the supply chain growth is going to like this.

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    $NVDA: "We expect to grow revenue by approximately 70% in fiscal 2028. This is a supply constrained outlook" wtf? Isn't that ~$110-130B of above prior consensus. That statement alone is probably more important than the entire earnings beat just now? "With cloud industry backlog now greater than 2 trillion, CapEx by the top five hyperscalers is expected to reach nearly $800 Billion in 2026 and 1.3 Trillion in 2027" $1.3 Trillion in 2027. (MS was around $1.2T June, so this is upward projection revisions) Yeah the high-beta parts of the supply chain growth is going to like this.

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