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Danny小学僧
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Danny小学僧

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二级投研项目 、Web3内容分享者、Focus Cryptocurrency spot trading
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Don’t panic—don’t panic. To put it plainly, it’s just a shakeout: they want you to get off the train, and those currently holding no position shouldn’t panic either. There will be a rebound tonight—I mean it. Even Jesus can’t stop it! In the AI era: valuation mismatches in memory stocks and the logic behind their correction Against the backdrop of the AI industry boom, memory-leading companies are being undervalued by the market. The core issue is that the market has misjudged the valuation logic. 1. The illusion of low P/E ratios Micron, Samsung, and SK hynix’s forward P/E ratios are only 5–6.5x, far below the 24–47x seen in AI-industry-chain companies like NVIDIA and TSMC. This undervaluation stems from the market’s traditional perception of the memory sector—treating it as a highly cyclical industry, assuming profits have peaked, that capacity is excessive, and that companies lack monopoly pricing power. 2. How AI rewrites the memory-cycle logic In the AI era, memory demand grows in a spiral: more users → more inference calls → higher server demand → exponentially increasing memory consumption. AI servers require 8–10 times more memory than traditional servers. By 2026, AI-related applications will consume 66% of DRAM production, and the HBM demand gap will reach 50–60%. Memory has become the core bottleneck for AI computing power. 3. The essence of the valuation contradiction The market overvalues other segments of the AI industry chain while giving memory companies extremely low valuations. The logic doesn’t add up. If AI computing demand continues to expand, memory demand must rise in tandem. If memory demand declines, then the performance and scale expansion of AI servers will be constrained, and the high-valuation logic of companies like NVIDIA will also collapse. 4. The inevitability of a valuation re-rating Today’s low valuations in memory companies implicitly assume that profits have peaked. But ongoing growth in AI demand will break that expectation. If the P/E ratio is re-rated from 6x to 10x, the stock price theoretically has more than 70% room for repair. As a core component of AI infrastructure, memory’s valuation framework will ultimately be rebuilt in the AI era.
Don’t panic—don’t panic. To put it plainly, it’s just a shakeout: they want you to get off the train, and those currently holding no position shouldn’t panic either. There will be a rebound tonight—I mean it. Even Jesus can’t stop it!

In the AI era: valuation mismatches in memory stocks and the logic behind their correction

Against the backdrop of the AI industry boom, memory-leading companies are being undervalued by the market. The core issue is that the market has misjudged the valuation logic.

1. The illusion of low P/E ratios

Micron, Samsung, and SK hynix’s forward P/E ratios are only 5–6.5x, far below the 24–47x seen in AI-industry-chain companies like NVIDIA and TSMC. This undervaluation stems from the market’s traditional perception of the memory sector—treating it as a highly cyclical industry, assuming profits have peaked, that capacity is excessive, and that companies lack monopoly pricing power.

2. How AI rewrites the memory-cycle logic

In the AI era, memory demand grows in a spiral: more users → more inference calls → higher server demand → exponentially increasing memory consumption. AI servers require 8–10 times more memory than traditional servers. By 2026, AI-related applications will consume 66% of DRAM production, and the HBM demand gap will reach 50–60%. Memory has become the core bottleneck for AI computing power.

3. The essence of the valuation contradiction

The market overvalues other segments of the AI industry chain while giving memory companies extremely low valuations. The logic doesn’t add up. If AI computing demand continues to expand, memory demand must rise in tandem. If memory demand declines, then the performance and scale expansion of AI servers will be constrained, and the high-valuation logic of companies like NVIDIA will also collapse.

4. The inevitability of a valuation re-rating

Today’s low valuations in memory companies implicitly assume that profits have peaked. But ongoing growth in AI demand will break that expectation. If the P/E ratio is re-rated from 6x to 10x, the stock price theoretically has more than 70% room for repair. As a core component of AI infrastructure, memory’s valuation framework will ultimately be rebuilt in the AI era.
I remember it now. I’m not some Wall Street wolf, not a savior of light, not a successor of chips, and not the king of storage. I’m just a minor—I’m requesting a refund. $SKHYNIX
I remember it now.
I’m not some Wall Street wolf, not a savior of light, not a successor of chips, and not the king of storage.
I’m just a minor—I’m requesting a refund. $SKHYNIX
Verified
Article
Behind Nvidia’s Stock Drop: AI Financing Expansion Raises Alarm in the Credit MarketOn July 28, Nvidia’s stock price fell nearly 5% intraday, and its market capitalization was overtaken by Apple. At the same time, risk indicators in its credit market showed clear volatility: Nvidia’s 5-year CDS rose 14 bps in a single day to 82 bps, marking the largest intraday jump for this contract since trading began in November last year. This change reflects mounting market concern about Nvidia’s debt risk and its financing expansion model. The core trigger for market attention is a large-scale AI infrastructure financing project that Nvidia is pushing forward. In particular, the planned scale of cooperation between Nvidia and SK hynix’s parent company is about $500 billion, with another roughly $250 billion earmarked for OpenAI-related computing power leasing and chip procurement guarantee financing. This type of financing model is viewed by some market participants as “AI cycle financing”: Nvidia supports AI customer expansion with capital or credit, and after the customers expand, they in turn purchase Nvidia chips. If future AI demand grows less than expected, capital expenditures, revenue realization, and debt pressure across the entire industry chain could all be amplified at the same time.

Behind Nvidia’s Stock Drop: AI Financing Expansion Raises Alarm in the Credit Market

On July 28, Nvidia’s stock price fell nearly 5% intraday, and its market capitalization was overtaken by Apple. At the same time, risk indicators in its credit market showed clear volatility: Nvidia’s 5-year CDS rose 14 bps in a single day to 82 bps, marking the largest intraday jump for this contract since trading began in November last year. This change reflects mounting market concern about Nvidia’s debt risk and its financing expansion model.
The core trigger for market attention is a large-scale AI infrastructure financing project that Nvidia is pushing forward. In particular, the planned scale of cooperation between Nvidia and SK hynix’s parent company is about $500 billion, with another roughly $250 billion earmarked for OpenAI-related computing power leasing and chip procurement guarantee financing. This type of financing model is viewed by some market participants as “AI cycle financing”: Nvidia supports AI customer expansion with capital or credit, and after the customers expand, they in turn purchase Nvidia chips. If future AI demand grows less than expected, capital expenditures, revenue realization, and debt pressure across the entire industry chain could all be amplified at the same time.
China has already mass-produced DUV lithography machines, and ASML's stock has been smashed! The Philadelphia semiconductor index also plummeted sharply! This wave, I believe in the rise of domestic industry!$SOXL $MINIMAX
China has already mass-produced DUV lithography machines, and ASML's stock has been smashed! The Philadelphia semiconductor index also plummeted sharply! This wave, I believe in the rise of domestic industry!$SOXL $MINIMAX
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Bullish
Broke and heading home for the holidays, what to do, bros? Is there a kind soul willing to lend me a hand? Don't worry, I've got a heavy bag of MyWeal!
Broke and heading home for the holidays, what to do, bros? Is there a kind soul willing to lend me a hand?
Don't worry, I've got a heavy bag of MyWeal!
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Bullish
Verified
SK Hynix: The 'Hard Currency' of AI Storage As a leader in High Bandwidth Memory (HBM), SK Hynix has heavily tied itself to AI giants like NVIDIA. Its investment thesis has shifted from traditional 'cyclical storage stocks' to being a 'pricing power AI infrastructure provider.' Thanks to long-term supply agreements (LTA) providing profit stability and high barriers in the HBM sector, the company is currently in a profit explosion phase. The main risks lie in global macroeconomic fluctuations and potential pullbacks in downstream demand cycles. Marvell: The 'Central Nervous System' of AI Connectivity Marvell is a key player in high-speed connectivity and customized chips (ASICs). Amidst the surge in data center traffic, its switching and optical interconnect technologies serve as the 'highway' for AI computational power flow. With Jensen Huang considering it a 'next trillion-dollar potential stock' and its inclusion in the S&P 500 index, its valuation logic has shifted from pure IC design to the core of computational connectivity ecosystem. Its growth is highly dependent on the capital expenditure strength of cloud service providers (Hyperscalers). $SKHYNIX $MRVL Short-term is still choppy, long-term 1000B
SK Hynix: The 'Hard Currency' of AI Storage
As a leader in High Bandwidth Memory (HBM), SK Hynix has heavily tied itself to AI giants like NVIDIA. Its investment thesis has shifted from traditional 'cyclical storage stocks' to being a 'pricing power AI infrastructure provider.' Thanks to long-term supply agreements (LTA) providing profit stability and high barriers in the HBM sector, the company is currently in a profit explosion phase. The main risks lie in global macroeconomic fluctuations and potential pullbacks in downstream demand cycles.
Marvell: The 'Central Nervous System' of AI Connectivity
Marvell is a key player in high-speed connectivity and customized chips (ASICs). Amidst the surge in data center traffic, its switching and optical interconnect technologies serve as the 'highway' for AI computational power flow. With Jensen Huang considering it a 'next trillion-dollar potential stock' and its inclusion in the S&P 500 index, its valuation logic has shifted from pure IC design to the core of computational connectivity ecosystem. Its growth is highly dependent on the capital expenditure strength of cloud service providers (Hyperscalers). $SKHYNIX $MRVL
Short-term is still choppy, long-term 1000B
Low leverage, not going all in, just a small play! Playing it safe! Looking for a bounce to 1U on this wave! $BSB
Low leverage, not going all in, just a small play! Playing it safe! Looking for a bounce to 1U on this wave! $BSB
Article
In-Depth Research Report on NVIDIA GTC Conference: The Underlying Logic of the Trillion-Dollar Order Goal, Landing Bottlenecks, and Industry Pattern ReshapingReport Date: April 2026 Research Scope: NVIDIA 2026 GTC Conference Core Release, AI Computing Power Industry Supply and Demand Pattern, Semiconductor Supply Chain, AI Chip Competitive Landscape, AI Industry Business Model Transformation Core Statement: This report is for industry research and analysis only and does not constitute any investment advice Abstract At the NVIDIA GTC Conference in 2026, the company's founder Jensen Huang proposed a core goal: by the end of 2027, the cumulative order scale of the Blackwell and Vera Rubin platforms will exceed $1 trillion, a goal that has attracted widespread attention from the global technology and semiconductor industries. This report combines the frontline industry experience of AI industry investors, former core R&D heads of NVIDIA, top chip architects, and GPU cloud infrastructure operators to deeply dismantle the underlying support logic of this trillion-dollar goal, the core bottlenecks in the landing process, the evolution of the company's core competitive moat, and its disruptive impact on the global AI computing power industry pattern, semiconductor supply chain, and enterprise service business model.

In-Depth Research Report on NVIDIA GTC Conference: The Underlying Logic of the Trillion-Dollar Order Goal, Landing Bottlenecks, and Industry Pattern Reshaping

Report Date: April 2026
Research Scope: NVIDIA 2026 GTC Conference Core Release, AI Computing Power Industry Supply and Demand Pattern, Semiconductor Supply Chain, AI Chip Competitive Landscape, AI Industry Business Model Transformation
Core Statement: This report is for industry research and analysis only and does not constitute any investment advice
Abstract
At the NVIDIA GTC Conference in 2026, the company's founder Jensen Huang proposed a core goal: by the end of 2027, the cumulative order scale of the Blackwell and Vera Rubin platforms will exceed $1 trillion, a goal that has attracted widespread attention from the global technology and semiconductor industries. This report combines the frontline industry experience of AI industry investors, former core R&D heads of NVIDIA, top chip architects, and GPU cloud infrastructure operators to deeply dismantle the underlying support logic of this trillion-dollar goal, the core bottlenecks in the landing process, the evolution of the company's core competitive moat, and its disruptive impact on the global AI computing power industry pattern, semiconductor supply chain, and enterprise service business model.
Physically sensitive, this little tadpole is looking for its mother, has been looking for two years? $MU {future}(MUUSDT)
Physically sensitive, this little tadpole is looking for its mother, has been looking for two years? $MU
Iran's Revolutionary Guard: Starting April 1, it will target companies in the Middle East related to American high-tech firms According to Iranian state media: The Islamic Revolutionary Guard Corps of Iran stated that in retaliation for attacks against Iran, starting April 1, it will list American companies in the region as targets. In the announcement, the Revolutionary Guard issued warnings to 18 American technology companies, including HP, Apple, Google, Tesla, Microsoft, and others. $TSLA $GOOGL $XAU {future}(XAUUSDT) {future}(TSLAUSDT)
Iran's Revolutionary Guard: Starting April 1, it will target companies in the Middle East related to American high-tech firms
According to Iranian state media: The Islamic Revolutionary Guard Corps of Iran stated that in retaliation for attacks against Iran, starting April 1, it will list American companies in the region as targets. In the announcement, the Revolutionary Guard issued warnings to 18 American technology companies, including HP, Apple, Google, Tesla, Microsoft, and others. $TSLA $GOOGL $XAU
Anyway, that's how it is. What do you think it is? $D {future}(DUSDT)
Anyway, that's how it is. What do you think it is? $D
🎙️ A thousand gold coats, call the boy to exchange for fine wine - Full warehouse ETH, together with you to dispel eternal sorrows!
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Bullish
Don't be so aloof, this isn't your style! What exactly is victory✌️? $CRCL {future}(CRCLUSDT)
Don't be so aloof, this isn't your style! What exactly is victory✌️? $CRCL
Don't say anything, just wait for the crash! $STG {future}(STGUSDT) It's been 4 years!
Don't say anything, just wait for the crash! $STG
It's been 4 years!
You can do it, go ahead? It's only because you can't that I pay you protection fees, tariffs, and let you station troops! Now I won't acknowledge it, Americans are on the American continent, but TM Russia is already at my doorstep? What can I do? Surrender🏳️? Nonsense, the rules of the world have changed, who has the fist, who has the say? Whose fist can always have 🈶 lethality, who has the say! $ONT {future}(ONTUSDT)
You can do it, go ahead? It's only because you can't that I pay you protection fees, tariffs, and let you station troops! Now I won't acknowledge it, Americans are on the American continent, but TM Russia is already at my doorstep? What can I do? Surrender🏳️? Nonsense, the rules of the world have changed, who has the fist, who has the say? Whose fist can always have 🈶 lethality, who has the say! $ONT
Is youth about risking your life for a gamble? Life and death are to be taken lightly, if you are not convinced, then fight; the greatest enemy of a person is themselves! #张雪机车牛逼 $VIRTUAL Absolutely a potential stock! {future}(VIRTUALUSDT)
Is youth about risking your life for a gamble? Life and death are to be taken lightly, if you are not convinced, then fight; the greatest enemy of a person is themselves!
#张雪机车牛逼 $VIRTUAL Absolutely a potential stock!
🎙️ How many ups and downs, now I smile and watch, a pot of turbid wine with K-line
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