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There were originally three major players dominating the memory chip market: Samsung, SK hynix, and Micron. Their modus operandi involved expanding production during prosperous times and reducing production during downturns. When prices fell, any one of them could declare a reduction in capital expenditure, stabilizing stock prices. This tacit understanding had been in place for thirty years.
Today, there is a fourth player on the scene. ChangXin Memory Technology has gone public, closing at a market value of 3 trillion RMB, holding 58 billion RMB in cash. However, the key point is not just China having its own DRAM; it's the disruption of the tacit agreement on production cuts. Previously, the logic behind the top three cutting production was that no other company could seize their market share, so they all cut together and maintained prices collectively. Now, that dynamic has changed.
ChangXin won't cooperate in production cuts, and the government of Hefei won't allow them to protect profits. They want market share, not profit margins. What does this mean? During the next downturn in the DRAM cycle, when Samsung says it will reduce production, ChangXin can say it will continue to expand. Prices will drop even further, and the cycle will last longer. This is the real "variable."
The cyclical power of the top three giants has cracked. There is another variable on the demand side. AI servers have absorbed all HBM capacity. Samsung and SK hynix have diverted their best production lines to produce HBM, squeezing standard DRAM production lines. ChangXin happens to fill this gap—instead of competing for HBM, it targets the standard product market where you cannot allocate sufficient capacity.
This is not direct confrontation; it's taking advantage of your distraction to steal resources. Here comes the crucial part. It's good news for downstream industries. Mobile phone manufacturers and server factories gain more bargaining power with an additional supplier. Samsung can no longer raise prices at will.
However, it's not good news for those holding shares in SamsungToday, global markets showed clear divergence: cooling geopolitical factors pushed oil prices back quickly, the Dow Jones and some traditional sectors found support, but weaker semiconductors dragged down the Nasdaq, and BTC fell back below $64,000. This indicates that funds have not fully shifted to offense but are waiting for confirmation of new directions. The most important variable today is how the market will reprice interest rates after the Federal Reserve meeting officially begins, and whether tech stocks can overcome concerns about AI investment returns. 1. What happened overnight? 1. US-Iran conflict cools, international oil prices fall rapidly. Fact: After the US and Iran paused their mutual strikes and renewed negotiation signals, crude oil prices dropped significantly. On Monday, Brent crude oil once fell to around $85.87, down more than 6% from last week's high of $102; WTI crude oil fell even further. Market reaction: Energy stocks came under pressure, but falling oil prices eased concerns about another runaway inflation, and U.S. Treasury yields also retreated. Underlying logic: Conflict cools → energy supply disruption risk decreases → Oil prices fall → easing inflationary pressures → Fed rate hike pressure eases → Risk assets gain breathing room However, the sharp drop in oil prices did not drive a broad rally in U.S. stocks, indicating that investors' attention has shifted from geopolitics to Fed and tech earnings reports. 2. U.S. stocks continue to diverge, semiconductors become the main drag Fact: At the close of U.S. stocks on July 27, the Dow Jones rose about 0.51%, the S&P 500 edged up about 0.02%, and the Nasdaq Composite IndexDEATH CROSS ON BITCOIN. THE SCARIEST SIGNAL THAT KEEPS MARKING BOTTOMS.
Every trader sees the cross and panics. But look at 2022: it appeared after the 28.88% drop was already done. The bottom came right after.
Now it's here again at $64,737.
The measured move points to $45K.
History points the other way.
My take: this is late, not early.#CXMTDebutShockwave #FOMCRateWatch #AIEarningsWatch Changxin Technology has already gone public.
Continuously debating the first-day price increase afterward is not very meaningful.
What truly determines the company's long-term value is whether it can turn market expectations into products and profits in the coming years.
The first matter is market share.
Changxin has now become one of the major global DRAM suppliers.
However, there is still a significant gap between it and Samsung, SK Hynix, and Micron.
Whether the market share can be steadily increased in the future is more important than short-term stock price movements.
The second matter is product structure.
DDR4 can contribute to revenue, but what really determines future competitiveness is progress in DDR5, LPDDR5X, and higher-end products.
The more advanced the product, the less pressure there is to compete solely on low prices.
The third matter is gross margin.
When prices rise in the memory industry, gross margins generally look good.
What really needs to be observed is whether the company can still control costs through process, yield, and scale after prices fall back.
The fourth matter is capital expenditure.
Changxin's IPO raised over ¥50 billion.
These funds will drive technological upgrades and production line expansion but will also bring new fixed assets and depreciation pressure.
If expansion is too slow, the market may be missed.
If expansion is too fast, it may coincide with a cycle reversal.
This balance is a significant test for management.
The fifth matter is customers.
Changxin's products already cover mobile terminals, computers, servers, virtual reality, and the Internet of Things.
What is more worth watching in the future is whether the proportion of large customer purchases increases, whether the server business can truly scale up, and whether new products can smoothly pass certification.
Changxin's listing represents a new stage for China's DRAM industry.
But going public is not the end.
It is more like pushing the company from closed industry competition into a transparent capital market.
From now on, every quarter, revenue, profit, inventory, and R&D will be repeatedly scrutinized.
Stock prices can surge quickly on sentiment.
But the yield of a wafer can only improve little by little.
For Changxin, the truly long race is just beginning now.
The above content is for industry discussion only and does not constitute investment advice.
#韩股重挫8%，长鑫首日登顶A股 $AEON Changxin Technology's first day of listing was extremely dramatic.
The issue price was ¥8.66, opening at ¥49.50, closing at ¥49, with intraday prices once breaking ¥55.
The closing increase reached 465.82%, with a total market value of about ¥3.28 trillion.
For those who won the lottery, this was certainly a rare new stock feast.
But for those preparing to chase in the secondary market, the situation is completely different.
The cost for new stock subscribers is ¥8.66.
Buyers in the secondary market face prices that have risen several times.
The risks borne by the two are not on the same level.
Changxin Technology indeed has scarcity.
It is an important domestic original manufacturer in the DRAM industry, with products covering multiple mainstream series, and it also caught the AI and storage boom cycle.
But no matter how good a company is, price is needed as a safety cushion.
The first risk that the market most easily overlooks currently is the cycle.
When DRAM prices rise, corporate profits may increase rapidly.
Once supply increases or demand decreases, product prices and gross margins may also fall significantly.
The second risk is R&D and capacity expansion.
Storage chip technology iterates very quickly.
The company needs to continuously invest huge funds; if it slows down even slightly, product competitiveness may be affected.
The third risk is overly high market expectations.
Changxin Technology was still at a loss in 2023 and 2024, only turning profitable in 2025, and there were still accumulated unrecouped losses by the end of 2025.
The current valuation is obviously not based on past profits.
The market has already priced in many years of future growth.
Changxin may become a great company.
But even great companies can be expensive at times.
The busiest place on the first day of listing is usually also where the greatest disagreements lie.
There is no problem in being optimistic about the industry.
Because the problem lies in ignoring price and risk due to optimism about the industry. #韩股重挫8%，长鑫首日登顶A股 $BTC Changxin Technology's choice to enter the capital market in 2026 is well-timed.
On one hand, AI is driving the construction of servers and data centers, reopening the market's imagination for memory demand.
On the other hand, global storage manufacturers are adjusting their capacity structures, allocating more resources to high-end products.
For Changxin, this is a window to expand scale and increase market share.
The company's financial changes are also highly correlated with the industry cycle.
Changxin Technology will still incur losses in 2023 and 2024, only achieving profitability in 2025.
This indicates that the profitability of the storage industry largely depends on product prices, capacity utilization, and market supply and demand.
During industry booms, the same wafer sells at a higher price.
After production lines run at full capacity, fixed costs can be spread over more products, quickly releasing profits.
But the storage industry has never only gone up without falling.
Over the past decades, DRAM has experienced multiple rounds of price increases, capacity expansions, oversupply, price drops, and production cuts.
In every high boom, the market believes this time is different.
When new capacity is released in concentration, prices may quickly fall again.
Therefore, Changxin Technology's listing at this time has obvious advantages.
A high boom environment is conducive to showing profits, raising funds, and receiving higher market valuations.
The company can use the funds to continue expanding production and compete for customers during the industry window.
The problem is that the capital market tends to estimate the company's value for many years based on profits at the peak of the boom.
Once cyclical profits are mistaken for stable profits, valuations are prone to deviation.
Changxin's timing for listing is very good.
But a good timing does not mean there will be no future fluctuations.
A truly excellent storage company not only makes money during price increase cycles.
It must also control inventory, reduce costs, ensure R&D, and wait for the next cycle during price declines.
Listing with the wind at your back is luck.
Whether you can get through the next headwind is the real ability.
#韩股重挫8%，长鑫首日登顶A股
$DOGE $SK Hynix$ SanDisk The reason for the sharp drop has been found
#韩股重挫8%，长鑫首日登顶A股
Changxin's listing has completely broken the thirty-year oligopoly tacit understanding in global storage!
To be honest, after watching Changxin's listing, I instantly understood that the underlying logic of the storage chip industry has changed.
For the past thirty years, the global DRAM market has been dominated by three giants: Samsung, SK Hynix, and Micron. They had an unspoken profitable playbook and never engaged in chaotic competition. When the industry was booming, they expanded production together; when the market was sluggish, they collectively cut production. Whenever prices dropped, if any one of them announced spending cuts, the market would immediately stabilize, relying on this oligopoly tacit understanding to steadily earn profits.
But now, everything has changed.
Changxin successfully listed with a strong cash flow of 58 billion, completely breaking the monopoly of the three giants. Many only see the rise of domestic DRAM, but the real core variable is that the tacit understanding of production cuts to maintain prices has completely failed.
Previously, the three giants cut production because no one was fighting for market share; they banded together to stabilize profits. But Changxin is different. Backed by the Hefei government, its goal is to seize market share and it does not care about short-term profit margins, absolutely refusing to cooperate with foreign capital in cutting production.
In the upcoming industry downturn cycle, while foreign capital cuts production to maintain prices, Changxin will only expand production against the trend. This means that DRAM prices will fall even more sharply, and the industry cycle will be significantly prolonged.
Adding another key positive variable, the AI boom has completely absorbed HBM capacity. The three giants have shifted their premium production lines to high-end HBM, leaving ordinary DRAM capacity vacant. Changxin precisely targets this gap, quietly capturing the blank share of standard DRAM without directly competing in the high-end market—a very smart strategy.
This is great news for downstream manufacturers, who no longer have to suffer price hikes from foreign capital monopolies. But for established storage companies like Samsung and SK Hynix, their gross margins will inevitably be diluted.
In short, Changxin's listing is not just a breakthrough for domestic chips, but a complete shattering of the storage industry's thirty-year unchanged oligopoly game rules. Progress has been made in US-Iran negotiations, with US forces pausing attacks on Iran, and Brent crude oil immediately fell by 90.43 per barrel. The risk premiums accumulated earlier due to geopolitical conflicts are rapidly being squeezed out, with funds rotating from risk assets to traditional safe-haven assets such as gold and silver. The fading of geopolitical premiums means that the "war narrative" that previously supported price increases is beginning to unravel.
(2) Rising Interest Rate Hike Expectations (Macroeconomic Perspective)
CME data shows the market sees a 36.3% probability of a 25 basis point rate hike in July, and the probability of a rate hike in September has risen to 55.7%. Although inflation fell to 3.5% in June, the Middle East situation pushing up oil prices has made the policy path more complicated. The rise in Treasury yields further suppresses the valuation potential of crypto assets.
Combined with over 150,000 liquidations within 24 hours, with a total liquidation amount of about $591 million, the forced liquidations by bulls further intensified the decline. $ETH$BTC$SOL# Changxin Technology goes public, adding to global storage competitionTrump is negotiating while shouting for rate cuts! $CL Falling to 81, do you understand this game?
Brothers, the real purpose of suppressing oil prices is to pave the way for rate cuts.
This morning, two pieces of news came out in succession: first, they mentioned "good negotiations" with Iran; He immediately called out for Wash's demand for the "world's lowest interest rate." This is no coincidence; it's a combination of strategies. When oil prices fall, inflation data looks better, giving the Fed a reason to cut rates. The ceasefire negotiations are a fake; clearing obstacles for rate cuts is real.
Looking at the 1-hour candlestick, CL has already broken below all moving averages, currently trading at 81.42, close to the lower Bollinger band at 81. From the 1994 price drop to now, the 13U is almost gone.
Resistance levels: 82.8-83.5, moving average concentration zone.
Support levels: 81-80.5, lower Bollinger bands and integer levels.
Gongming's view: Oversold in the short term, RSI has reached 21.6, could bounce at any time. But as long as Trump continues to pressure for rate cuts, the medium-term pressure on oil prices will remain unchanged.
Trading strategy:
For short positions: Enter short positions when the rebound between 83-84 rebounds, aggressively chase short near the current price of 81.
Remember, follow political logic and don't compete with technical indicators. #美联储周四凌晨公布利率决议 #停火预期兑现, WTI crude oil futures fell 8.68% in a single day 7.28 Crude Oil Morning Silk Road:
The sharp drop in oil prices is driven by a temporary easing in the Middle East geography, with the U.S. announcing a pause in a new round of military strikes against Iran, and both sides entering a window of diplomatic negotiations. This led to the earlier influx of speculative long positions driven by concerns over channel blockades to concentrate and take profits, causing the geopolitical risk premium to quickly fade. In addition, bottlenecks in crude oil transportation in the Black Sea region have also eased, with Caspian Pipeline Alliance terminals resuming loading operations, further easing expectations of global crude oil supply tightness. Currently, both sides have only agreed to a temporary ceasefire and have not signed a formal agreement. Shipping safety in the Strait of Hormuz and risks along the Red Sea route still exist, and the future remains highly uncertain.
From the market trend, WTI crude oil had previously surged rapidly due to geopolitical risks, but this sharp pullback has pushed it back near its medium-term moving average, with the short-term trend clearly weakening. Prices have quickly broken below the previously formed upward channel, and the market is digesting the risk premiums accumulated over the past week. Currently, the daily stochastic strength index remains in a relatively high range, but this mainly reflects the technical lag after the previous rally. On the 4-hour cycle, short-term momentum indicators have clearly cooled, indicating the market is waiting for new fundamental catalysts to confirm the next direction. If geopolitical tensions worsen again, oil prices may quickly recover some of the losses; If expectations for supply recovery strengthen further, the support levels below will be tested.
Recommendations:
Entry: 82.2-83 near Kong
Played around 80-77
#韩股重挫8%, Changxin topped the A-share market on its first day The US-Iran situation is cooling down, but BTC hasn't really risen.
Oil prices have fallen, and the war risk has temporarily eased, but Bitcoin is still hovering around $65,000.
To be honest, this reaction is a bit disappointing to me.
Logically, with the US and Iran pausing hostilities, oil prices dropping significantly, and inflation pressure easing, risk assets like stocks and crypto should feel a bit better. BTC did rebound, but the strength was mediocre, and the market is clearly still waiting for the Fed's statement. (Investing.com)
What's more notable is that recently, Bitcoin spot ETFs have seen capital outflows again. In other words, external negative factors have temporarily eased, but big money hasn't really come back to buy aggressively. (The Economic Times)
So my current judgment is straightforward:
BTC isn't unable to rise; it's that no one dares to bet early.
If the Fed signals dovishness, $65,000 might just be the starting point; if it continues to emphasize inflation risks, this small rebound is likely to be crushed again.
I won't chase or clear my positions these days; I'll just wait for the market to choose its direction.
Only two options:
A: Breakout and rise after the Fed
B: Positive news priced in, continue to fall $BTC #美联储周四凌晨公布利率决议 Honestly, this week is crucial.
The direction for the entire second half of the year basically depends on these two days.
Yesterday, Changxin Technology went public, and those who got the allotment made a big profit. If you missed the boat, don’t chase the high; just watch and wait.
But Changxin’s impact is really huge, comparable to a live-streaming sales host, directly pushing down the prices of storage leaders like SK Hynix, Micron, and SanDisk. Brothers, did you get on the little yellow bike? From now on, change your mindset and treat US stocks like knockoffs.
The real highlight is all packed on Thursday. At 2 a.m. Thursday, the Federal Reserve’s interest rate decision will be announced, and at 2:30 a.m., Chairman Powell will speak. The interest rate will most likely stay unchanged; the key is whether he sounds "dovish" or "hawkish"—as long as he hints at a rate cut, August will be easier;
If they continue to tough it out with rate hikes, everyone will know what to expect. Then at 8:30 p.m. Thursday, the US PCE inflation data will be released, mixing with the rate decision news, so the market will definitely be volatile.
Also on Wednesday and Thursday, tech giants like Apple, Meta, Amazon, and Microsoft will release earnings reports. These results are the touchstone for the AI market; if most exceed expectations, the tech bull run can continue; if not, the AI sector will suffer for a while.
Externally, the US-Iran ceasefire talks caused crude oil $CL and $BZ to drop a bit, which is a small positive for stocks and crypto, but geopolitical news can change anytime, so just be aware.
Let’s talk specifics. Gold has been testing patience lately, but the correction is nearing its end. Next, it will either rebound with volatility or dip first before rising. Opportunities are slowly approaching.
In the crypto world, looking at $BTC and $ETH’s performance in late July, they are still recovering, but whether this continues into August depends on this week’s results. The overall bear market isn’t over, but there should be a phase of rally in August. MEME coins like $DOGE and $SHIBI have already had a small surge. Also, keep an eye on that US crypto bill; once it passes, it will be big news.
In short, this week will be very volatile, so manage your positions carefully and don’t go all in at once. We’ll see the outcome on Thursday. Let’s take it step by step; as long as the green hills remain, there’s no fear of running out of firewood.
#财报观察员：微软Meta亚马逊能稳住AI叙事吗？ 🚨 The DRAM game just changed. For decades, the memory market was controlled by three giants: Samsung, SK Hynix, and Micron. Their playbook was simple: 📈 When demand surged, everyone expanded capacity. 📉 When demand weakened, everyone cut production. If prices fell too far, one of them would announce lower capital spending, supply would tighten, and the market would stabilize. This unwritten rule has worked for over 30 years. Now there's a fourth player. China's CXMT (ChangXin Memory Technolog$MU Yesterday, US stocks showed mixed performance, with the Dow rising and the Nasdaq closing slightly lower. Memory chips plunged across the board, with SanDisk, SK Hynix, and Nvidia leading the declines. Funds worried about a downward storage cycle combined with the Federal Reserve's upcoming rate decision to avoid risks; $SNDK $SKHYNIX Stable tech stocks like Apple and Microsoft bucked the trend and strengthened. The market is highly cautious, and short-term trends are entirely determined by the outcome of this interest rate decision. 🥞 Overall closing performance of the main index: extreme divergence among the three major indices, traditional blue chips strengthening, while technology growth collectively comes under pressure: The Dow Jones Industrial Average closed up 0.51%; The S&P 500 edged up 0.02%; The Nasdaq index fell 0.18%. The market showed a typical high-low switching rally: funds fleeing from high-end AI chip and storage cycle stocks, flowing into defensive blue chips and leading software internet stocks for safe havens. 🍳 Sector and Popular Stock Trends 1. Memory and semiconductor sectors collapsed across the board (the biggest drag of the day). The Philadelphia Semiconductor Index plunged 2.23%, with the largest intraday drop of nearly 5%. SanDisk plunged 11.02%, leading the decline in the sector; SK Hynix plunged 7.47%, falling below its IPO price shortly after listing; Micron Technology closed down 2.25%; Nvidia plunged nearly 5%, AMD dropped over 5%, and ASML fell close to 6%. $NVDA $SAMSUNG Core Drivers of Decline: Market concerns over declining returns on capital expenditure for AI computing power, combined with Changxin Technology's IPO breaking the overseas storage oligopoly pattern, leading funds to price in storage overcapacity and expectations of a downturn in the cycle; Moreover, the Federal Reserve is discussing interest ratesWhen talking about AI, people usually first look at NVIDIA.
Next in line are GPU, optical modules, liquid cooling, power, and data centers.
Memory is often placed later.
But a server with only computing power and insufficient memory is like a person whose brain works fast but only has one sheet of paper on the desk.
Model parameters, cached data, and computation results all need to move continuously between the processor and memory.
The larger the model, the higher the requirements for memory capacity and speed.
This is also why, in the later stages of the AI market, capital starts to shift from purely chasing computing chips to gradually spreading into storage, networking, and power supply.
ChangXin Technology happens to be positioned here.
The company's main products include the DDR series for computers and servers, as well as the LPDDR series for mobile devices like phones.
Their products already cover mainstream directions such as DDR4, DDR5, LPDDR4X, and LPDDR5/5X.
However, ordinary DRAM and HBM cannot be completely equated.
HBM is high-bandwidth memory, mainly serving high-end AI accelerators, with higher technical, packaging, and customer certification thresholds.
ChangXin Technology's most solid foundation currently remains traditional DDR and LPDDR products.
Therefore, looking at ChangXin cannot be limited to just shouting "AI chip."
A more realistic question is whether it can first expand its share in server DDR5, mobile memory, and domestic terminal markets, then gradually move toward a higher-end product structure.
AI has brought a very good industry window for ChangXin Technology.
After international manufacturers invest more resources in high-value products, some traditional DRAM markets may see new supply opportunities.
Domestic server, phone, and computer manufacturers also hope for a more stable supply chain.
These opportunities truly exist.
But AI can only open the door.
How far ChangXin can ultimately go still depends on product performance, cost, yield, and delivery capability.
The chip industry does not have market share that can be maintained by sentiment alone.
#韩股重挫8%，长鑫首日登顶A股 $ETH On its first day of listing, Changxin Technology's total market value once exceeded ¥3 trillion.
Many people, upon seeing this number, didn't feel excitement but rather confusion.
Why can a company that will only become profitable in 2025 receive such a high valuation?
The answer is simple.
The market is not buying how much Changxin Technology can earn today, but what position it might occupy in the future.
Memory chips are a very special industry.
The products appear highly standardized; manufacturers all sell DDR, LPDDR, but there are very few companies worldwide that can stably mass-produce, control costs, and continuously upgrade processes.
Changxin Technology has become China's leading DRAM manufacturer by scale and has entered the ranks of the world's major DRAM suppliers.
This scarcity is almost unmatched by any other asset in the A-share market.
On the other hand, AI is raising market expectations for memory again.
Training models require graphics cards, and running models also needs massive data reading, caching, and transmission.
The greater the computing power, the higher the demands for memory capacity, speed, and bandwidth.
Therefore, the market is willing to see Changxin Technology as part of AI infrastructure, not just a traditional cyclical chip company.
However, scarcity does not mean any price is reasonable.
Changxin Technology's closing price on the first day was ¥49, more than four times the issue price of ¥8.66, with a total market value of about ¥3.28 trillion.
This pricing already includes a large amount of future expectations.
Its implicit assumptions include: continued market share growth, smooth product upgrades, sustained capacity expansion, memory prices remaining high, and AI demand not cooling significantly.
If any of these fall short of expectations, the valuation may be recalculated.
Changxin Technology is certainly a scarce company.
But a scarce company and a scarce price are not the same thing.
On the first day of listing, the market is buying a dream.
A year after listing, everyone will be looking at the financial statements.
#韩股重挫8%，长鑫首日登顶A股 $BTC On July 27, Changxin Technology officially debuted on the STAR Market.
The issue price was ¥8.66, and it closed at ¥49 on the first day of listing, an increase of 465.82%, with a total market value of about ¥3.28 trillion.
A company making memory chips stood at the forefront of A-share market value on its first day of listing. Such a scene was almost unimaginable a few years ago.
But what truly matters about Changxin Technology’s listing is not how much it rose on the first day.
Its greatest significance is that China’s capital market finally has a truly original DRAM manufacturer.
DRAM is not an ordinary chip.
Mobile phones running software, computers opening programs, and servers processing data all rely on it. Without memory, even the strongest processor can only wait.
This industry has long been dominated by Samsung, SK Hynix, and Micron.
China has a huge market for mobile phones, computers, servers, and cloud computing but has long lacked its own large-scale DRAM suppliers.
The emergence of Changxin Technology fills exactly this gap.
Founded in 2016 and headquartered in Hefei, the company’s business covers DRAM design, research and development, production, and sales. It has already launched products such as DDR4, DDR5, LPDDR4X, LPDDR5, and LPDDR5X.
From an industry perspective, Changxin’s listing is equivalent to bringing a continuously expanding chip factory to the capital market.
In the future, the market will not only watch its story but also focus on its yield, capacity, price, R&D, and profits.
This is both a highlight and a pressure.
Changxin Technology has completed the transition from a "domestic substitution concept" to a "publicly listed company."
The real test ahead is whether it can still stand firm during the next downturn in the storage industry.
#韩股重挫8%，长鑫首日登顶A股
$BTC I used AI to build a fully automated trading robot, and I've been running live trading for a week now
First, the results: principal 1,900U, net profit of +1,028U (+54%) in 7 days, with zero human intervention throughout.
I'm not a programmer
I can't write quantitative strategies, nor do I understand machine learning. But I have an AI assistant—I repeatedly discuss trading logic with it, it helps me write code, backtest, and deploy to the live market.
The whole process feels like working alongside a 24-hour online quantitative researcher + full-stack engineer.
How did the strategy come about?
It's not about having AI "give me a money-making strategy"—that's the dumbest use.
I first share my trading observations with it, the AI turns this thought into code, and then runs it for backtesting. After the run, tell me: 80% win rate, 2.47 win-loss ratio, 7.5 weeks +22x.
Of course, I didn't believe it. So the next day, we started the live testing.
Total net profit: +1,028U, win rate 80%, exactly matching backtesting.
Signal never misses: a candlestick every 5 minutes, dozens of candlesticks in a single night, and it scans without missing a single second.
Risk control with zero emotion: stop losses without moving. If I see a floating loss of 500U, my hand shakes and I want to take on the trade—the machine doesn't know how, so I cut when necessary.
Drawdown protection is a stroke of genius: this is the mechanism I discussed with AI.
Sandwich protection: OCO hard stop-loss (bottom line) + break-even stop loss after adding positions (no losses) + drawdown protection (locking profits), all three effective simultaneously. Even if the internet goes offline in the middle of the night, process guardian automatically reactivates after 30 seconds, and the whole system doesn't collapse.
The thing that surprised me the most
It's not about making money—it's about trust.
On the first day, I checked my holdings every 10 minutes. The next day, I only watched a few times. On the third day, when I found out it was trading, I was scrolling through Douyin.
Now I've completely let go. When the signal comes, place the order directly. Just notify me via WeChat.
An AI code running in the terminal is even more stable than me, a seasoned veteran who has been trading for two years.
AI won't make you rich overnight. But it can help you:
Turn vague ideas into actionable strategies
Use historical data to verify whether the strategy can actually make money
Execute 24 hours a day with cold blood, unswayed by greed and fear
#OKX #加密货币 #合约交易 #AI量化$ALLO （Allora）
ALLO的上涨，根植于AI赛道持续轮动的大背景——DeAI（去中心化人工智能）被认为是少数有明确落地场景的细分方向。
ALLO拥有独特的通缩模型——调用AI推理会燃烧ALLO代币。总供应量100亿枚，但流通量仅占约20%。如果生态持续扩张（如Cobot用量、Prime质押等持续增长），通缩效应将不断收窄流通供给，对价格形成结构性支撑。
此前Allora团队发布了“Allo v3”升级，将协议从简单的流动性层转变为跨链的“通用分配”网络——允许AI代理在12个以上EVM链上自主分配资金。这一升级大幅拓展了协议的想象空间，是近期生态发展的核心里程碑。
从盘面结构看，ALLO的多头趋势已全面启动——空头在每次下跌时都无法有效延续，低点逐步抬高，筹码稳步集中。不过7月15日的分析也指出，ALLO上行走势平稳但成交量尚显不足，需警惕冲高回落。🚨 THE BIGGEST BITCOIN CATALYST OF THE YEAR? The Bitcoin Clarity Act is reportedly expected to receive a U.S. Senate vote as early as next week. If passed, it could mark one of the most significant steps toward regulatory clarity for the crypto industry. Why the market is watching: ⚖️ Clearer rules could reduce uncertainty for investors. 🏦 Institutions may gain greater confidence to expand crypto exposure. 🌍 A defined regulatory framework could accelerate long-term adoption. For years, crypto To view keyboard shortcuts, press the question mark
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Taiwan "copies EU MiCA homework" and submits it, the license battle officially begins
Kaomei'er 
@Conflux_Intern
·
36 minutes ago
On July 1, Taiwan's Legislative Yuan passed the "Virtual Asset Service Act" in its third reading.
The core of the bill is not complicated: VASPs (Virtual Asset Service Providers) and stablecoin issuers must obtain approval from the Financial Supervisory Commission to operate. Platforms that have completed anti-money laundering registration have 12 months to apply for a license and another 21 months to obtain formal approval.
If approval is not obtained by the deadline, platforms and individuals still "naked running" face up to 7 years imprisonment and fines up to 100 million New Taiwan Dollars. Those involved in fraud or market manipulation face sentences ranging from 3 to 10 years, with fines up to 200 million New Taiwan Dollars.
The "lease" of the gray area expires
Over the past years, Taiwan's crypto industry has lived in a very delicate space. As long as anti-money laundering registration is completed, platforms could operate under the banner of "compliant operation" to attract users. As for licenses, internal controls, and cybersecurity—these hard thresholds—regulators never truly forced compliance.
This ambiguity has supported many small and medium exchanges and shadow service providers. Their moat is not technology or capital strength, but information asymmetry and regulatory sluggishness.
Now this moat has been filled. Taiwanese lawyer Kevin Cheng puts it bluntly: companies that survive by skirting regulations will no longer have gray areas to hide.
For ordinary investors, this means the next 21 months will be a process of trust revaluation. Which platforms genuinely invest in licenses and internal controls, and which quietly shrink or run away, the answers will gradually emerge. Historical experience tells us that in every such window period, some exchanges choose "closing down is cheaper than compliance."
A replica of MiCA
If you feel Taiwan's stablecoin rules look familiar, that's right—they are almost copied from the EU's MiCA (Markets in Crypto-Assets Regulation).
MiCA's core design for stablecoins is two iron rules. First, reserves must be full, segregated, and bankruptcy-remote, requiring issuers to maintain sufficient reserves and guarantee redemption mechanisms and operational safety measures to prevent liquidity crises and bank runs. Second, paying interest to holders is prohibited; Article 50 of MiCA directly forbids electronic money tokens from paying interest to holders, with the straightforward reason of drawing a clear line between payment functions and yield generation, preventing stablecoins from becoming disguised savings tools.
Taiwan's legislation this time almost copies this verbatim—reserves must be custodied in domestic financial institutions, segregated from common equity, prioritized for repayment to holders in bankruptcy, and issuers are prohibited from paying interest. This is no coincidence; it is the consensus draft formed by global regulators on stablecoin issues. The "safety standards" for stablecoins have been written first by the EU; Taiwan is not innovating regulation but copying a verified homework.
MiCA's requirements for exchanges and service providers (CASPs) follow the same logic. Whitepapers, financial reports, and operational details must be publicly disclosed according to regulatory standards to enhance market integrity and investor trust; for serious violations, regulators have the authority to permanently ban companies from providing specific crypto assets or services. Taiwan's VASP licensing system, internal control requirements, and penalty design follow the same logic of "prove you deserve the license, or be permanently out."
Stricter than MiCA
The real difference is that Taiwan has sharpened the regulatory knife sharper than the EU.
MiCA's penalties mostly remain administrative—freezing funds, revoking licenses, fines—a "closing shop" logic. Regulators can freeze suspected illegal funds or permanently ban companies from providing services, but there is no clause sending unlicensed operators directly to prison.
Taiwan explicitly includes criminal liability in the law—unlicensed operation of VASPs or stablecoin issuance can lead to up to 7 years imprisonment; fraud or market manipulation, 3 to 10 years. This is the essential difference. MiCA targets "companies," Taiwan targets "people." For practitioners used to "company fines and then continuing under a new shell," Taiwan's approach directly blocks this—people can go to jail, shells cannot replace jail time.
Additionally, MiCA gives member states some transitional flexibility; Germany, Austria, Ireland, and others have shorter transition windows than the unified deadline, while the Netherlands and Poland started earlier, making the overall pace fragmented and gradual. Taiwan's 12 months to apply and 21 months to approve is a hard timeline with no flexibility, creating a stronger sense of compression.
Old money enters, compliance becomes a chip
Another door opened by this law is allowing traditional financial institutions to directly apply to operate VASPs. Banks, brokerages, these holders of licenses, risk control teams, and compliance budgets now have a legitimate entry ticket.
Kevin Cheng's judgment is: existing crypto companies will soon face a batch of new competitors "whose compliance capabilities far exceed their own." The funding logic behind this is clear—the first beneficiaries of regulatory frameworks are often not the original industry players but traditional capital waiting on the sidelines until rules are clear.
When rules are unclear, wild teams run fast and capture market share; once rules are clear, compliance costs become calculable costs, and big money has the advantage—they are not afraid of being slow, but of uncertainty. Taiwan's legislation essentially removes the variable of "uncertainty" from the table and replaces it with "compliance cost."
For existing Taiwanese crypto companies, the window period is the last preparation time. Either complete licenses, capital, and risk control systems before traditional financial institutions complete their layout, establishing a first-mover advantage hard for latecomers to replicate in the short term; or prepare to be acquired or squeezed to the market edge.
A narrow door for derivatives
Amid tightening, legislators left a tiny gap.
The resolution requires the Financial Supervisory Commission to submit a plan within one year to open up crypto companies to offer "cryptocurrency derivatives." This narrow door may be a key future variable.👇👇 Has Bitcoin Bottomed? 🤔 My view: Probably not—at least not yet. Here's why: 📉 History rhymes. Previous bear markets saw strong mid-cycle rallies before making new lows. The current rally still fits that pattern. 📊 The drawdown remains relatively shallow. Past bear markets reached much deeper corrections before finding a lasting bottom. 🔄 No major capitulation event. Previous cycle lows were marked by forced liquidations and panic selling. This cycle hasn't seen a comparable washout. 💰 RealiFederal Reserve Expectations Diverge
Trump publicly supports Waller leading the Federal Reserve, pressuring policy toward the world's lowest interest rates, criticizing the current board as "politicized" and lacking sufficient motivation for rate cuts. The mainstream market expectation for this FOMC meeting is to hold steady, but the probability of a rate hike has risen to 30%, with a 68% chance of a hike within the year; the market is focused on Waller's speech, wary that energy inflation risks may strengthen tightening expectations.
Short term: The expectation of no rate hike is basically priced in by the market, only bringing a weak emotional recovery, unlikely to reverse the current weak market trend.
Mid term: The cloud of rate hikes has not dissipated; if Waller's speech mentions oil supply shocks pushing up inflation, it will further strengthen hawkish expectations, continuously suppressing valuations of crypto risk assets.
Long term: The low interest rate policy stance constitutes a long-term bullish logic, but currently it is only a political statement with a long realization cycle, not supporting a trend reversal for now.
Before the FOMC meeting, the market is likely to be cautiously volatile; pay attention to hawkish or dovish signals in the meeting statement and Waller's speech, strictly control positions to cope with unexpected volatility The A-share market has the best retail investors in the world, who provide the best valuations for listed companies.
Micron has fallen below a trillion in market value, and now Changxin's market value is about half of Micron's, yet their performance is worlds apart.
Today's Changxin is roughly equivalent to two Maotai companies, while four years ago this company was still struggling to break even. The flow of wealth across different eras is so turbulent and intense.
The future potential of Changxin's stock price? I think the speculative volatility within the next 6 months will be very high, and it is entirely possible for it to rise by several tens of percent, after all, it only has a circulating market value of 300 billion, which is just like Cambricon last year; with 30-50 billion of hot money driving it, it can be speculated upward.
But as time goes on and a large number of restricted shares are unlocked, Changxin's sentiment will cool down, valuations will return to rationality, and in the end, you get what you pay for. #长鑫科技上市，全球存储竞争添变量 July 28, 2026 Crypto Market Analysis
(Reference for point positions is valid only on the same day)
Source: Da Dart
For now, let's view this structure as bearish; there's no rush to buy the bottom during the decline.
Although the weekly chart has not yet closed the line, it has already given back some of the gains from the previous three weeks of bullish candles; The daily chart has also turned downward, with the intraday trend continuing to tilt downward. 63,700 is undergoing continuation testing after breaking below it; if it cannot hold, it means this downtrend is not yet over.
【BTC】
Resistance above: 64,300, 64,800, 65,200
Support levels: 62,500, 61,400, 60,600
63,700 is currently the core key level. If it cannot recover quickly after a break, first look to 62,500. Whether there is a stoppage and consolidation in this area will determine whether the pullback will first break through a single recovery or continue to seek deeper support at 61,400 and 60,600.
64,300 is both the dividing line between bulls and bears on the daily chart, and the first threshold for a rebound to strengthen. Only when prices return to 64,300 can there be conditions to recover from 64,800 and 65,200; If you can't hold back, try to recover weakly on the rebound first. Don't rush to confirm the downtrend is over just because of one or two bullish candles.
Not guessing the lowest point now; first let's see if 63,700 can recover after falling. If 62500 has taken hold, wait for a recovery. If 62500 continues to fall, focus on 61400 and 60600. Confirming first is more important than early bottom-fishing.
The above is just a personal opinion sharing and does not constitute any investment advice. The market changes rapidly, and trading profits and losses are borne by the buyer.Playing the grid into a suicide attack, 95U loses 65U, SanDisk teaches me how to be a person
Here's the story: I opened a grid on SanDisk, with a range of 1337-1635, 10x leverage, hoping to profit from volatility in a volatile market. As a result, SanDisk dropped from 2354 all the way to 1200. During the decline, Grid diligently helped me buy the bottom, losing more and more, and buying more and more as I lost. 524 arbitrage attempts, earning a total of 1.45 USD, unrealized loss of 65 USD, total return -67.95%. Grid strategies are like money printing machines in volatile markets, and meat grinders in one-sided declines. It doesn't use brains, only executes mechanically. When the price drops below the lower band, you can only watch as losses widen or manually cut losses and exit. After paying the tuition, I learned the lesson: don't open grid positions during a downtrend, and if you do, only open spot grid trading, without leverage. SanDisk's price rose from 28 to 2354, an 84-fold increase. A 40% pullback is normal; what's abnormal is that I set the wrong parameters.
SanDisk is currently around 1200, so I'm waiting and not bottom-fishing. I'll wait until it holds above 1300 before reconsidering. 95U lost 65U, and the remaining 30U was saved for a meal, at least better than continuing to lose money. I'm really roughThe two main drivers behind today's decline
(1) Geopolitical risk premium fades (sentiment)
Progress has been made in US-Iran negotiations, with the US military pausing attacks on Iran, and Brent crude oil immediately fell by 90.43 per barrel. The risk premium accumulated earlier due to geopolitical conflicts is rapidly being squeezed out, with funds rotating from risk assets to traditional safe-haven assets like gold and silver. The fading of the geopolitical premium means that the "war narrative" that previously supported price increases is beginning to unravel.
(2) Rising Interest Rate Hike Expectations (Macroeconomic Perspective)
CME data shows the market sees a 36.3% probability of a 25 basis point rate hike in July, and the probability of a rate hike in September has risen to 55.7%. Although inflation fell to 3.5% in June, Middle East conditions pushing up oil prices have made policy paths more complex. Rising Treasury yields have further suppressed the valuation space of crypto assets.
Combined with over 150,000 liquidations within 24 hours, with a total liquidation amount of about $591 million, the forced liquidations by bulls further intensified the decline. $ETH $BTC $SOL #长鑫科技上市, global storage competition adds new variables TETHER'S STRATEGY FUNDING TWO COMPETITIVE BLOCKCHAINS TO CAPTURE $2.9 BILLION IN FEES ⚡
Stablecoin issuer Tether is executing a strategic maneuver by financing two distinct blockchain networks, Plasma and Stable, to resolve operational cost leakages. Currently, every time users execute a USDT transfer, mandatory gas fees are remitted to underlying infrastructure platforms like Ethereum or Tron. This outward fee leakage is estimated at approximately $2.9 billion annually, representing a massive revenue stream that Tether has yet to capture directly.
Launched in September, Plasma operates by offering zero-fee USDT transfers, focusing on expanding decentralized finance ecosystems. Conversely, Stable, which debuted in December, utilizes USDT directly as its native gas token, catering specifically to enterprise payment solutions. Neither project directly competes with the other; instead, both target market share held by Tron, which controls roughly 45% of global USDT circulation due to its dominance in international remittances.
Although both new blockchains have yet to capture significant market share from Tron, this direction highlights Tether's long-term capital optimization vision. Reducing intermediary costs enhances operational efficiency and fortifies the digital asset ecosystem. Infrastructure support across major exchanges continues to provide a firm foundation for stable payment solutions to scale. Infrastructure self-reliance remains a pivotal driver for the broader market.
In your opinion, will Tether funding dedicated blockchains successfully allow them to capture the $2.9 billion in transfer fees currently flowing to Tron and Ethereum?
Please do your own research carefully before making any transactions (DYOR). $TRX $ETH $XPL Changxin Memory just listed and flipped the whole storage game 🚨
A-shares have a new king. CXMT debuted on STAR, surged to a 3 trillion yuan market cap — passing ICBC. I tried for the IPO lottery too. Balance too low. Story of my life.
With CXMT in, DRAM is now a 3-way fight: China vs US vs Korea. The SK Hynix / Micron / SanDisk monopoly is cracking. CXMT already grabbed 8% global share, sitting at #4 and climbing.
Fundamentals look wild. H1 2026 revenue + profit up multiples. 25x PE in this tech cycle? Cheap vs the US giants.
But 2 big risks to watch:
1. Ownership chaos: ∼10M people applied, 7M+ retail got shares. No major holders locked in. When it pops, everyone sells into each other.
2. Supply bomb: Only 6.73% float tradable day 1, no limits for 5 days. Hype can send it parabolic, but lock-up expiries are coming fast.
Great company. Not necessarily a blind buy here.
#DailyOrbit @OKX Orbit
#CXMTMemoryIPO
#FOMCRateWatch After a large amount of ETH short liquidation, the market is waiting for trend confirmation
If the liquidation data itself already provides sufficient conditions for short-term repricing, then whether the bulls can control the depth of subsequent adjustments is the real point of disagreement.
The original post cited a set of liquidation data: approximately $2.7 billion in short positions and about $1.7 billion in long positions were forcibly liquidated. The bears suffered more severe losses, and that's a fact. But it's important to clarify that liquidation data is the result, not the cause—it reflects the tail shock of a period of intense volatility, not a leading signal of trend continuation.
Impact on Market Structure:
- Large-scale short liquidations directly reduce the short-term pressure on ETH short selling, releasing some passive buying (closing buys), which provides very short-term support for the price.
- On the other hand, bulls also endured $1.7 billion in liquidations, indicating that leveraged long positions were also washed out, which in turn reduced the risk of a sharp drop caused by a bullish stampede.
- Overall leverage has decreased, and market participants have become cleaner, which helps prices regain balance at lower volatility.
Pricing logic and expectations gap:
- The current ETH price has partially priced in the positive news of short selling, but what remains unpriced is: if a correction occurs, will the market see it as a healthy pullback (buying opportunity) or as the starting point for a trend reversal?
- Conditions for a bullish path: During the correction, volume decreases, prices hold key support levels (such as the 0.618 Fibonacci retracement or the upper boundary of the previous range), and spot premiums remain stable. If met, it may form a structure of charging upward attacks.
- Conditions for bearish risk: If the adjustment is accompanied by a drop on high volume, or if the price breaks support and the rebound becomes weak, it may indicate that the liquidity vacuum after liquidation actually attracts new bears, causing the trend to fail.
Conclusion: Liquidation data itself does not constitute trend confirmation; it only removes some of the noise that hinders price discovery. The real test lies in the willingness and depth of buying in the next round of correction. If the correction is quickly absorbed, the upside structure holds; If the correction evolves into an accelerated decline, a reassessment is necessary.
The market always completes self-correction through liquidation. Follow the trend, not just the numbers.
$ETH $BTC#长鑫科技上市, global storage competition adds variables. The whole market can be summed up in one word: miserable. BTC is currently at 63,184, down 2.07%, having already broken the 63k level. The volume is 6.4 billion, slightly larger than a few days ago, indicating that some are bottom-fishing while others are cutting losses. The intraday low hit 63,122, and 62k is on the verge of collapse. If 63k is confirmed, the next stop is 62k or even 61k. ETH fared even worse, dropping 2.65% to 1876, and 1900 was also breached. The tagalong is a good job, and when the big brother breaks down, it falls along. The chip sector collapsed across the board: Samsung fell 5.71% to 154.86, down nearly 30% from its previous high. SanDisk fell 4.35% to 1225, dropping from 2354 to 1225 in July, a 47% halving. AMD fell 0.66%, showing some resilience, while Intel dropped 0.34%, basically unchanged. The core driver of today's decline is the collective revaluation of the AI hardware sector. Samsung Electronics' stock price hit a new low for the year, SK Hynix fell in tandem, and the market is repricing the investment return cycle for AI infrastructure. The controversy over Nvidia's financing for OpenAI to lease data centers is still brewing, and Wall Street's doubts about the "circular financing" model have not subsided. Samsung's decline is more complicated. In addition to the overall pressure on the AI sector, Samsung is also facing pressure from rising memory chip inventories. Profits from the smartphone business declined, and combined with a slowdown in memory chip price increases, multiple negative factors combined to directly affect the market. Key levels: BTC support at 63k (already broken), next support at 62k-61$CORE Complete summary of the project team's Shanghai itinerary (no official exact schedule, compiled based on community news, industry summits, and PR moves)
1. Travel Background
After completing negotiations with the Hong Kong institution, the team arrived in Shanghai in batches in late July. The group included the foundation's business manager, ecosystem coordinator, and overseas custody coordinator, with no public senior executive appearances (the entire process was low-key, and no group photos were made public). Domestically, the entire process is handled by outsourced PR and community service providers, with core operators rarely appearing in public.
2. Daily Segmented Itinerary (7.24-7.28)
July 24: Implementation warm-up, private director for closed-door negotiations
1. Afternoon: Arrive in Pudong and check in at a five-star hotel in Lujiazui (convenient for connecting with asset management institutions);
2. Evening: Closed-door small private board meeting, connecting with local small family offices and crypto asset management intermediaries, focusing on BTC dual staking and Bitcoin grid narratives, negotiating cooperation on custody channels;
3. Behind-the-scenes Actions: Simultaneously placing new advertorial materials to domestic internet trolls and Planet creators, laying the groundwork for the "Shanghai Strategic Layout" positive copy.
July 25: Industry summit access + institutional visits
1. Morning: West Bund Web3 small closed-door forum (no speeches, only private connections with participating institutions from the audience), maintaining a low profile throughout, not highlighting project names;
2. Afternoon: Visit two Shanghai offshore asset consulting firms to discuss the Asia-Pacific compliance framework and SatPay cross-border payment implementation packages;
3. Evening: Business dinner, connecting with exchanges as intermediaries and traffic accounts to discuss quantitative stability maintenance and community public opinion control plans.
July 26: Ecosystem investment attraction, rehashing old stories and exporting new stories
1. Morning: Offline small developer tea party at Zhangjiang Science and Technology Innovation Park (hosted by outsourcing service providers, with project staff only attending), presenting BTCFi and the old Bitcoin grid framework;
2. Afternoon: Communicate with domestic custody channels to negotiate cooperation for new validation nodes (only listed cooperation, no actual investment funding);
3. Key action: The entire internet simultaneously flooded with the advertorial article "Shanghai Implementation Major Strategy," which is the positive publicity you see about the Bitcoin power grid, used to hedge against negative sentiment caused by the new low in the coin price.
July 27: Follow-up visits to mediate, finalizing the publicity rhythm
1. No large-scale public events throughout the day; visit asset management intermediaries who have been coordinated in the early stages in a dispersed manner;
2. Finalize the promotional schedule for subsequent trips to Hong Kong and Southeast Asia, and plan the key release points for the next half month;
3. Simultaneously issue community stability maintenance tasks: require Blowouts to publish sky-high 5U-15U price forecasts to stabilize deeply stuck retail investors.
On July 28 (today), preparations for the return trip were wrapped up
1. Morning: Compiled the Shanghai negotiation and matchmaking list, mostly focused on intention communication, with no substantial signing and landing;
2. Depart Shanghai in batches in the afternoon, some returning to Hong Kong, some flying back to the main location of the overseas foundation;
3. After returning, they will continue to release PR releases claiming "The Shanghai trip was fruitful," continuing to create empty promises and build momentum.
3. The Three Truths About the Itinerary (Exposing Promotional Filters)
1. No substantial signing of the contract was completed throughout the process
All institutional connections remain at the level of intention exchanges, with no capital entering the market, no SatPay implementation cooperation, and no large-scale institutional BTC staking to gain growth; Strategic planning is all verbal negotiations used to produce PR material.
2. All travel expenses are 100% driven by selling CORE tokens
The project has no ecosystem revenue; the Shanghai hotel, summit tickets, intermediary tea fees, and paid poster marketing budgets all come from zero-cost chips unlocked each month; The lower the coin price, the more frequent city campaigns are needed, creating the illusion of "project sustained development" to facilitate shipments.
3. Quietly hide the core team, only sending external personnel to show up
The core personnel holding large amounts of Treasury chips and responsible for quantitative trading did not attend public events at all; only business outsourcing specialists appeared to avoid risks related to market manipulation and token cash-outs.
⚠️ Risk warning: Speculative virtual currency trading is considered an illegal financial activity in China. The content objectively reviews industry PR activities and does not constitute any investment advice.A very clear recent change in the market: the hotspots are no longer concentrated on AI and new meme coins.
Funds have started to explore unpopular sectors that experienced significant declines earlier.
Old MEME coins PEOPLE, NFT blue chip $APE, cross-chain infrastructure ZRO, and SOL token issuance platform PUMP have all rebounded by over 10%.
This is a typical case of existing funds "robbing Peter to pay Paul," with rapid sector rotation.
At this stage, there is not enough incremental capital to support a full-scale bull market, so chasing high in one sector can easily lead to an immediate switch.If you ask me if SanDisk can still reach 1600, I'll ask you in return: Do you know how much this lousy company has risen since it was split last year? From $28 to $2,354—in less than a year, that's an 84-fold increase. And what happened? In July alone, it fell from 2354 to 1295, a 45% decrease. Is this called defying the heavens? This is called a pig-butchering scam. To understand why it has risen first, you can understand why it has fallen. The core driving force behind SanDisk's current rally is one — the imbalance between supply and demand for AI memory chips. Bernstein spoke very bluntly: SanDisk signed a batch of new long-term supply agreements (LTAs), which are no longer the same-date contracts as before, but fixed price ranges + customer prepaid financial commitments, with contract terms extended to three to five years. Goldman Sachs forecasts the August 5 earnings report to be a "very strong quarter," setting a target price as high as $2,200. The performance was indeed impressive: Q3 data center revenue surged 233% quarter-on-quarter, with gross margin reaching 78.4%. Management's Q4 guidance is also quite optimistic: revenue of $7.75-8.25 billion, gross margin of 79%-81%, and earnings per share of $30-33. But look at the stock price—what is it doing? On July 1, Bank of America raised its target price to $2,500, and SanDisk fell 10% that day. On July 16, it dropped another 13% in a single day. By July 27, another drop of over 13% occurred, directly breaking through 1400. Why is that? Because the market fears that things have changed. A stock that has risen 84 times doesn't care about its "performance" at all, only whether it "can get better." Hua兄弟们，SHIB今天跌6.38%，现价0.000004645美元。 周末的暴涨是一波韩国散户集中买盘驱动的脉冲行情——Upbit的SHIB/KRW交易对占全球交易量10%以上，涨幅在亚洲早盘时段二次拉升，与韩国交易时段高度吻合。同期DOGE仅温和上涨，说明这是资金集中流入SHIB的单一资产行情，而非Meme板块全面复苏。 价位：阻力$0.00000500（100日EMA），强阻力$0.00000600（200日EMA）；支撑$0.00000445-$0.00000464（正在测试），关键支撑$0.00000402。 0.00000445是多头必须守住的防线。破位则周末的暴涨就只是一次短暂的情绪脉冲，而非趋势的起点。 个人盘面观点分析与市场信息整理，非投资建议。 $ETH $BTC $SHIB #美联储周四凌晨公布利率决议 #财报观察员：微软Meta亚马逊能稳住AI叙事吗？ #长鑫科技上市，全球存储竞争添变量 Woke up to everything in red, what happened?
Opened the shop in the morning, after the morning rush, I leaned against the cashier counter and scrolled through my phone. The trending topics were all red. $BTC dropped nearly 2%, ETH fell almost 3%, SAMSUNG down 5%, XSKHY down 1.7%, XMSFT down 0.4%, $XMSFT down 1.2%, and $CL also dropped 2%. The screen was full of green numbers.
People in the group chat were already cursing. Some said it was funds seeking safety ahead of the FOMC, others said the ceasefire news caused the war premium to fade, some blamed Changxin's listing for draining liquidity. There were all kinds of explanations, but no one could say for sure which was the real reason.
I checked the news. Bitcoin dropped 2.53% in 24 hours, with over 150,000 liquidations across the network, ETH fell 3.22%. This wave wiped out the gains from the oil price crash and BTC's rebound to 65,000 in the past few days. BTC ETF just ended a 7-day streak of net inflows, with a single-day outflow of 225 million; Fidelity's FBTC was hit hard, losing 200 million in one day. I was thinking that with oil prices down and inflation pressure easing, BTC might finally catch a break, but before it could even breathe, it was pushed back down.
The reason boils down to one thing: the FOMC is coming. The Federal Reserve meets Tuesday and Wednesday, and the market fears a rate hike. Interest rate futures have pushed the probability of a hike to about 36%, up from 13% a week ago. On Polymarket, it even reached 27%. No one dares to bet whether the Fed will hold steady or actually raise rates this time. Historically, Bitcoin and rate hike probabilities have moved inversely.
The screen is all red, but honestly, my small position in the account is also in the red. I glanced and closed it, not wanting to say much. Watching it doesn't help; what should fall will fall, and what should rise will rise naturally. Let's wait for the FOMC results. Jumping in now means either bottom-fishing or catching a falling knife.
#波动雷达：币种异动观察 #RWA永续月交易量4700亿美元
Breaking data released: The monthly trading volume of RWA real-world asset perpetual contracts has surged to $470 billion, multiplying several times compared to the beginning of the year. Many outsiders don't understand this news, so Coin Brother straightforwardly breaks it down: RWA perpetuals are on-chain leveraged contracts tracking US stocks, commodities, and US bonds, trading 24/7 nonstop.
The explosion in trading volume essentially means traditional financial capital has found a new channel to enter and exit the crypto market, no longer relying solely on Bitcoin and Ethereum.
1. Core logic behind the volume surge
1) Shift in trading categories: Tokenized tech stocks, storage chips, crude oil, and gold have become the main drivers of volume.
Previously, RWA mainly focused on US Treasury spot assets. Now, traders are flocking to tokenized perpetuals of Tesla, Microsoft, and storage sectors. A large amount of short-term US stock capital directly goes long or short tech targets on crypto platforms without needing US stock accounts, settled in stablecoins, with lower barriers and unrestricted trading hours.
2) Capital diversion effect emerges
Two types of capital continue to enter:
① Traditional short-term traders using RWA contracts to hedge US stock holdings;
② Native crypto funds no longer just speculating on native coins but starting to allocate real-world assets to diversify risk.
3) Exchanges fully support
Leading platforms continuously launch RWA perpetual products, lowering trading thresholds and improving liquidity. However, risks exist simultaneously: oracle price delays, regulatory uncertainties, and insufficient depth, causing slippage during volatile markets.
2. Objective breakdown of benefits and potential risks
✅ Positive signals
1) Large amounts of traditional capital flow into the crypto ecosystem via the RWA channel, steadily increasing stablecoin demand, benefiting the crypto market's liquidity foundation in the mid to long term;
2) Opening linkage channels between crypto, US stocks, and commodities accelerates global asset price transmission;
3) The RWA narrative continues to materialize, with underlying public chains and RWA protocols in this sector having long-term potential.
Not to be ignored negatives
1) Capital diversion! A large amount of speculative funds shift to RWA stock and commodity contracts, temporarily withdrawing liquidity from Bitcoin and altcoins;
2) Amplified volatility resonance. US stock earnings reports and macro data fluctuations at night directly transmit to crypto markets, causing more frequent overnight spikes;
3) Regulatory overhang. Tokenized securities are a regulatory focus; once restrictive policies are introduced, capital will quickly flee the sector.
3. Key: How it affects the Bitcoin market
Many mistakenly think RWA is unrelated to BTC, but now capital flows are interconnected with increasing correlation.
Two scenarios clearly distinguished:
1) Positive correlation: Continuous RWA inflows indicate global risk appetite recovery; strengthening US tech stocks and commodities drive Bitcoin to oscillate upward, testing resistance at 66800;
2) Negative resonance: A sharp US stock drop causes RWA contracts to collectively crash, spreading panic and dragging BTC down to test support at 64000.
Coin Brother's key view: The most immediate short-term impact is amplified market volatility.
Going forward, overnight US stock news and tech earnings will be reflected faster in crypto prices, making overnight risk critical. In the mid to long term, RWA represents incremental capital inflows but will compete with Bitcoin for speculative funds in the short term.
4. BTC short-term key ranges
Support: 64600—64000
Resistance: 66000—66800
5. Coin Brother's practical approach
1) Spot traders
Current oscillation pattern remains unchanged; do not aggressively add positions based solely on RWA news. Gradually build positions at support zones on pullbacks; avoid chasing at resistance. Continue holding long-term base positions to reduce frequent trading fees. Extra attention: changes in stablecoin supply are the most direct indicator of incremental capital.
2) Futures traders
Overnight volatility risk significantly increases; reduce leverage and avoid heavy overnight positions. Stay mostly on the sidelines within the range, wait for effective support or resistance breaks to trade with the trend, strictly set stop losses, and avoid holding losing positions.
Do not blindly follow hype on small RWA-related tokens; most have poor liquidity and high risk.
3) Long-term focus
Track two key points: first, whether regulators impose restrictions on tokenized securities; second, whether RWA trading volume can sustain high levels to determine if this is a short-term market heat or a long-term capital trend.$SNDK $MU The sharp drop in US stocks owes much to Changxin
The veteran broke through, leaving nothing alive
Because the old and medium-sized companies are so ruthless that even their own companies are losing money, such as photovoltaics, and the overall profitability of new energy vehicles has begun to deteriorate
Double losses are better than single gains, and industries that were originally priced as luxury goods are now competing with migrant workers' incomes.
See today's BBA prices 😂 in mainland China
#长鑫科技上市, global storage competition adds new variables Amazon is set to release its Q2 earnings report on July 30, with the core market debate centered on whether AWS's 28% revenue growth rate can be sustained, and whether high AI infrastructure investments will erode its 37% operating margin and trigger a valuation restructuring.
Baseline data shows that AWS revenue in Q1 was $37.587 billion, up 28% year-over-year, with operating profit of $14.161 billion for the quarter, corresponding to a profit margin of 37.7%. Consolidated Q1 net sales reached $181.5 billion, with the official default Q2 net sales guidance range locked at $194 billion to $199 billion.
The driving factor transmission logic prioritizes AWS segment revenue growth, followed by margin losses, and finally the degree of capital expenditure squeezing free cash flow. New data centers, self-developed Trainium chip deployment, and energy costs are raising the cost base. If revenue growth cannot keep up with investment, the overall risk appetite of the technology sector will face a downward revision.
The trigger for the upside scenario is that AWS revenue growth remains at 28% or above, and the segment operating margin stays above 37%. The key variable to watch is whether demand released by AI services like Bedrock can absorb infrastructure depreciation. If the company's Q2 operating profit reaches the upper limit of the guidance range of $24 billion, capital will push up the valuation premium of the computing power chain again.
The failure signal of this upward scenario is AWS's revenue growth falling below 25%, or a quarterly decline in free cash flow due to capital expenditure pressure.
The downside scenario triggers AWS's revenue growth below 28% in the previous quarter, while new hardware depreciation and energy expenses drag segment profit margins below 35%. The variable to watch is the widening gap between free cash flow and operating cash flow, which will trigger a market repricing of AI infrastructure input-output ratios, leading to a collective clearing of high-β technology positions.
The failure of this downward scenario was confirmed by management during the conference call that limited computing power supply was the main reason for the slowdown in growth, and that sufficient orders on hand would ensure a rebound in the coming quarter.
The most important variable to watch in the next seven days is the actual AWS segment revenue, segment operating margin, and management's detailed explanation of capital expenditures and computing power supply bottlenecks to be released on July 30.
#参议院CLARITY法案下周或表决: Favorable Moments or Shortcoming? #交易之声: Your experience deserves to be heardMany people ask me why someone running a family office spends every day showing off cold water baths, Oura data, and Pokémon cards. The answer is simple: I manage investment, body, and luck as one system. It's not just three things, but one thing. First, about money: core assets will only rise in the long run. In 2024, I did crypto by +380%, but in 2025 it only recovered +8%, and the year-to-date is still down 23–26%. But I wasn't worried at all. Why? Because I was looking at the M2. The US dollar M2 has been expanding at an average annual rate of 9% over the past 20 years. This means the cash in your hands is quietly evaporating by 9% every year. Gold is seen at 5,500, BTC at 100,000—not a prediction, it's math. Fiat currencies are depreciating, hard assets are being repriced—it's that simple. Interestingly, at the beginning of 2026, $BTC experienced a rare decoupling from global M2—starting from mid-2025, Bitcoin stopped following liquidity, with the Z-score dropping from +1.48 to -1.31. A group of people started shouting, "Digital gold narratives are dead." But history tells us that this deep negative correlation is often a precursor to a rebound. Last time correlation fell below -0.48, BTC jumped directly from 112,000 to a historic high of 126,000. The question of core assets has never been "whether they will rise," but "whether you can hold onto them." Tesla's Ten Years: The Crystal Ball Issue Started Buying Tesla in 2016, with an average price of 8 yuanTrump calls again for a rate cut, but the real market impact still depends on the Fed's stance
Trump has once again publicly pressured the Federal Reserve.
He called on the Fed to cut rates as soon as possible, even stating that the U.S. should have the lowest interest rates globally.
I believe Trump's statements are more about signaling a political position, but the real decision-maker on U.S. interest rates remains the Federal Reserve, not the White House.
The market will not reprice just because of a single call.
What truly affects Bitcoin, U.S. stocks, and gold trends is the Fed's assessment of inflation, the economy, and the future policy path.
Currently, the market widely expects the Fed to likely keep rates unchanged this week.
This outcome has already been largely priced in by the market.
The real focus is on the post-meeting press conference.
Investors are more concerned about:
• How the Fed evaluates recent inflation data?
• Whether it believes conditions for a rate cut are gradually maturing?
• Whether it will signal any new policy directions for the coming months?
These points will directly influence market expectations for liquidity.
What does this mean for the crypto space?
If the Fed signals a dovish stance, acknowledges ongoing inflation improvement, and hints at potential rate cuts in the future, risk assets could continue to attract capital, and Bitcoin and Ethereum might gain new upward momentum.
If the language remains hawkish, emphasizing that inflation risks are not fully eliminated, the market may readjust rate cut expectations, and short-term volatility could increase.
Don't focus on politicians' speeches; pay attention to the institutions that truly hold decision-making power.
The market ultimately trades not on words but on whether future funding costs will decrease and liquidity will improve.
Trump can influence market sentiment, but the Fed decides monetary policy. What really impacts the next phase of the market is not who is calling for rate cuts, but whether the Fed signals a clearer policy shift. $ETH #美联储周四凌晨公布利率决议 Last night, before going to bed, I casually opened a page and couldn't sleep at 2 a.m
South Korea's KOSPI fell 7%, triggering the sidecar mechanism
Nikkei fell 4%
Financial markets are collapsing
Then guess what
I immediately opened the BitMine withdrawal record
Four hours ago, BitMine received 7,500 ETH from BitGo
Arthur Hayes is also buying, 3,298 ETH
Whales are buying in a panicked market
This signal is too obvious
The crash in the Korean stock market is not bad news for crypto; in fact, it is a good thing
Let me explain the logic behind this
South Korean retail investors can be considered one of the most active crypto trading groups in the world
KOSPI fell 8%, meaning their stock positions were losing money
But they won't withdraw money and put it in the bank to earn interest
They will move funds to the crypto market
Because Korean retail investors are very familiar with the crypto world
Upbit's trading volume surges every time after a Korean stock market crash
This isn't speculation—it's based on historical data
The last time Korea triggered the sidecar mechanism,
BTC has seen a premium in South Korea, reaching as high as 5%.
This shows that Koreans are buying in large quantities
Now the same script is being repeated
And this time is different
SK Hynix ADR fell below its issue price
Kioxia plunges 18%
Memory semiconductors collapsed across the board
These funds are withdrawing from semiconductors, and they need to find new exits
Crypto is the outlet
So my judgment is
Short-term panic is real, and BTC may reach 62,000 again
But in the medium term, the inflow of Korean funds will create new buying support
This isn't called bottom-fishing; it's logic-driven
There are a few other hot topics worth discussing today:
#美联储周四凌晨公布利率决议
The biggest showdown of the week is actually the early hours of Thursday. Castle Securities says Wash might unexpectedly raise rates, but I think the probability is low. Powell's core logic is whether inflation has come down—oil prices have fallen, inflationary pressures are easing, and there's no reason to force rate hikes.
#以太坊验证者退出队列已降至零
ETH validator exit queues have been reduced to zero, which is a previously overlooked positive factor. Previously, due to ETH's sluggish price, many people wanted to exit staking, but now no one wants to withdraw. With validator confidence restored, ETH staking yields will become attractive again.
#美军暂停对伊空袭, international oil prices opened sharply lower
Oil prices have fallen, inflation expectations have decreased, and pressure on the Federal Reserve has eased. The entire macro narrative is moving in a positive direction. In the short term, the market is dominated by panic and can't see these things, but by Thursday's Fed meeting, these positive factors will be realized together.
$BTC $ETH #韩国股市 #资金轮动 #宏观📊 $WLD Liquidation Overview
24-hour liquidation reached $2.2643 million, with **long position liquidations at $2.1993 million accounting for 97.1% of the total**, short position liquidations only $64,900, making longs 34 times the shorts. In 1 hour, liquidations hit $11,100 with zero shorts, showing no resistance from the short side; in 4 hours, long liquidations were $1.2571 million (98.3%), indicating a fierce long squeeze; in 12 hours, long liquidations reached $1.7686 million (98.6%), marking the most brutal long squeeze window of the day. Liquidations are concentrated in the 4-12 hour period (79%), with the 24-hour total roughly equal to the 12-hour total, and very limited increase in the latter 12 hours.
In summary: $WLD experiences a concentrated main downtrend wave in 4-12 hours, with longs suffering devastating liquidations and shorts dominating.
🔥 Market Indicator | July 27
Today's three hot topics point to the same theme: AI narrative entering the "validation season"—from the valuation frenzy of domestic storage, to the Fed's interest rate decision, to the earnings tests of tech giants.
📈 ChangXin Technology IPO: The 3.66 trillion yuan "domestic substitution" frenzy
On July 27, domestic DRAM leader ChangXin Technology officially listed on the STAR Market, surging 471.59% at open, with market cap briefly surpassing 3.66 trillion yuan, overtaking ICBC as the largest A-share by market cap. Expected net profit exceeded 50 billion yuan in H1, with global market share rising from 3% to 8%. However, controversy remains: technology still lags about 2 generations and 3 years behind US and Korean giants. Whether the 3.66 trillion yuan valuation marks the start of a super cycle or a peak is sharply debated. After ChangXin's listing, Samsung Electronics and SK Hynix each dropped about 4% intraday.
🏛️ Fed Interest Rate Decision: Rising expectations of a rate hike
The Fed will hold its policy meeting from July 28-29. Economists unanimously expect no change, but interest rate futures price in a 36% chance of a hike. The divergence stems from oil prices—Brent crude has surpassed $100/barrel, with US-Iran tensions pushing up geopolitical risk premiums and inflation pressures rising again. Whether Fed Chair Powell will deliver a "surprise hike" will be revealed early Thursday.
📊 Microsoft, Meta, Amazon Earnings: AI "burn rate" model under scrutiny
This week, Microsoft, Meta, and Amazon release earnings with a shared core question: can massive AI capital expenditures translate into real revenue? Google and Tesla have already sounded alarms with their first-ever negative cash flow—AI spending is faster than expected. Whether Microsoft Azure can maintain over 40% growth, Meta's capital expenditure guidance raised to $125-145 billion and whether AI erodes ad profits, and if Amazon AWS growth can exceed 30% will determine if the "AI narrative" can continue to support tech stock valuations.
💎 Summary
ChangXin Technology's 3.66 trillion yuan valuation is an extreme pricing of "domestic substitution + AI demand"; the Fed's rate decision is a tense game over "whether inflation will return"; tech giants' earnings are the ultimate test of "whether AI spending can be profitable." The AI narrative is moving from "storytelling" to "answering the test." #长鑫科技上市，全球存储竞争添变量
#美联储周四凌晨公布利率决议
#财报观察员：微软Meta亚马逊能稳住AI叙事吗？ I opened my phone and saw the news that storage stocks had dropped 20%, and I sat up completely
Not a storage stock
It was that DEEXE fell 25%, and BEAT dropped 24%.
A bunch of blue-chip projects are plummeting
Then guess what
The market dropped by only 3 points, but these altcoins dropped more than 20%.
What does this mean?
Liquidity panic
The crash in the Korean stock market has tightened global liquidity, and the first stop for liquidity overflow is high-risk altcoins
DEX plunged a quarter straight from its peak
BEAT is the same, down nearly 25%.
SHIB, a major meme, also fell by 11%.
Interestingly, Mantis actually rose 66%
You read that right: when the market dropped 3%, M rose 66%
What does this indicate?
The market is not panicking across the board, but rather undergoing internal switching
Funds are withdrawing from established knockoffs and memes and moving toward new narratives
KAITO also rose 9%.
AERO rose 3.8%
PUMP rose 3.2%
These are all stocks that have risen against the trend
What are they rising?
KAITO is a new narrative for AI content platforms
AERO is the DeFi core on the Base chain
PUMP is a meme launch platform
These three directions represent current market preferences—new things, good products, and revenue
So my judgment is
Today is not suitable for copying the decline rankings
Declines like DEXE -25% and BEAT -24% may be a liquidity run
Entering on the first day of liquidity panic to bottom-fish is easy to get buried
Once the panic has subsided, we can look at which stocks have fundamental support
There are a few other hot topics worth discussing today:
#英伟达拟为OpenAI提供2500亿美元担保
Is Nvidia acting as a guarantor for OpenAI? 250 billion—that's an incredible figure. If this is true, it shows that Nvidia's investment in AI has reached a level where it is willing to pay no worries. The AI track won't cool off, and AI tokens in crypto will be led along.
#美国禁止开源AI的预期大幅回落
Open source AI will not be banned; the previous panic selling in the sector may have been excessive. FET fell 10%, and Stacks also dropped more than 8%. If they recover after the news is triggered, these major stocks with larger declines actually have room to catch up.
#财报观察员: Can Microsoft, Meta, and Amazon stabilize the AI narrative?
This week's earnings reports from AI giants will determine whether the risk is on or off. If Microsoft and Meta's data exceeds expectations, the overall market sentiment will recover from panic, and at that time, the stocks that fell the hardest today will also rebound the strongest. Wait until the financial results are out before taking action.
$KAITO $AERO #涨幅榜 #跌幅榜 #山寨季Day 11 of Payback | Current account: 116U
1. Today's Trading Practice Review
Today, I traded SanDisk$SNDK intraday orders
Entry point: 1220
Take-profit level: 1320 | Stop-loss level: 1200
Profit-loss ratio: 1:2.5
2. Market macro
The core of SanDisk's recent decline is the premature overdrawing of the previous stock price, NAND price increases, and expectations of a boom in AI storage. Currently, the pace of flash memory price increases is slowing, and the market predicts that manufacturers' further expansion will bring supply pressure, limiting profit growth potential. Combined with profit-taking from high-level funds, multiple expectations resonated and pushed the stock price to continue pulling back. Key support level is 1200. Although the downward trend at the 2-hour and 4-hour levels is clear, there is still a short-term rebound and recovery. Market rumors suggest the target price has dropped to 900, and this rally requires sustained volume growth to materialize, resulting in a long cycle. There is also the possibility of institutions buying on dips.
3. Self-summary + small plans for tomorrow
1. Recent trading performance has clearly improved, with the account gradually shifting from large losses to modest gains.
2. Significant improvement in holding capacity: Previously, hourly positions were hard to maintain, but now they can hold for 4–5 hours, with the longest holding lasting about 20 hours.
3. Opening strategy: 80% long, 50% short; Reasonably control the profit-loss ratio. Accept a 3/10 loss probability and proactively suspend trading for a few hours after losing two consecutive trades. Strictly set take-profit and stop-loss settings, resolutely avoid holding positions, and abandon the mindset of heavy positions.With the Federal Reserve's interest rate meeting approaching, market sentiment is clearly weak.
BTC failed to hold above 65,000, and the 66,000 resistance level remains unbroken. Trading volume has sharply contracted, and the entire market is waiting and watching for the decision.
This recent rally is merely an emotional rebound brought on by easing geopolitical tensions and cannot be considered a trend reversal. ETF funds lack momentum, with a single large daily outflow wiping out a week's net inflows, making the rebound foundation very fragile.
Seventy percent of the market expects interest rates to remain unchanged this time, with the focus on Powell's speech. Rising energy prices hide inflation rebound pressure; if the tone is hawkish, combined with upcoming GDP and PCE economic data, macroeconomic negatives could easily impact the market.
Key support is at 62,500; breaking below this would invalidate the rebound structure, with 60,000 as the critical defense level below.
Options positioning reveals the market's indecision: not fearing a short-term sharp drop, but still pessimistic about the medium to long-term trend.
The market was supposed to choose a direction on Wednesday, but it has weakened prematurely. During this consolidation phase, avoid blindly taking heavy positions.Microsoft Q4 Real Test: How Much Cash Can $627 Billion RPO Convert Into?
Only the final observation window remains before the official FY2026 Q4 release after the U.S. stock market closes on July 29. The market can easily be distracted by Azure's growth rate, but I want to first focus on a huge and easily misinterpreted figure: the previous quarter's commercial Remaining Performance Obligations (RPO), which reached $627 billion, a 99% year-over-year increase.
RPO is not this quarter's revenue, nor is it cash. Microsoft explained in the Q3 earnings call that the average duration of RPO, including OpenAI, is about two and a half years, with approximately 25% expected to be recognized as revenue in the next twelve months; excluding OpenAI, commercial orders grew 7%, but including OpenAI, commercial orders actually declined 4%. This difference reminds us not to treat a large long-term contract as immediate operational momentum for the quarter.
For this earnings report, I will break down RPO into three steps. First, check whether core commercial orders excluding OpenAI remain healthy to avoid growth distortion from a single client or ultra-long contracts. Second, see if the short-term recognizable portion is increasing, as it is closer to revenue in the next twelve months. Third, verify whether operating cash flow and deferred revenue keep pace. Last quarter, operating cash flow was $46.7 billion, and free cash flow was $15.8 billion; the gap reflects high capital expenditures, which is exactly the area to track most closely during the AI cycle.
The product side also needs cross-verification. In Q3, Microsoft 365 Copilot paid seats exceeded 20 million, with M365 Commercial Cloud revenue growing 19%; GitHub Copilot was used by nearly 140,000 organizations, with enterprise subscribers nearly tripling year-over-year. These are the disclosed figures from the previous quarter. For Q4, the key is whether seat growth can translate into ARPU, usage, and gross margin, rather than just looking at user counts.
If Q4 shows "RPO rising again, Azure meeting targets, and cash flow keeping up," it means the transmission between long-term contracts and actual consumption remains smooth; if RPO looks good but the short-term recognition ratio declines and cash flow is pressured, then valuation enthusiasm should be downgraded. This is not bearish on Microsoft but rather a clear distinction among orders, revenue, and cash at three different stages. Before the official results are released, I will not cite any unofficial forecasts nor treat last quarter's management guidance as completed.
RPO also requires attention to contract duration. When the average term lengthens, the total amount can increase rapidly, but recent revenue conversion may not keep pace; conversely, improvements in short-term RPO and deferred revenue are closer to visible revenue. If the financial statements do not fully break down these figures, the limitations should be noted in the text rather than estimating a precise conversion rate independently.
Additionally, Microsoft's adjusted figures last quarter excluded the impact of OpenAI investments. If the official results provide both GAAP and non-GAAP figures, I will present both side by side, explaining the adjustments rather than only choosing the seemingly better version. Investment income, foreign exchange, and tax rates may affect net profit, but the core judgment remains focused on operating profit and cash flow. The purpose of this approach is to reduce misjudgments caused by headlines, not to pursue a single "good or bad" conclusion.📊 $HYPE **HYPE Quick Commentary — Longs and Bears Tug-Of-War at $57, VC Major Retreat Is the Biggest Variable**
🔥 **Current price $57.25-57.38**, down about 2% in 24 hours, down **24%** from the 6/2 ATH **$75.52** has retraced **24%**. Ranked #9, with a market cap of **$14.47 billion**, down 9.5% in 30 days, but still up **118%** in 200 days.
⚠️ The main driver behind this decline is not fundamentals, but **VC unstaking**. On 7/24, Paradigm withdrew 29.2 million HYPE tokens (about $170 million**), and two days ago, Multicoin also withdrew 1.96 million (about $120 million**), totaling $291 million. Although Multicoin said it was "just a wallet swap, not a sale," the market was skeptical—HYPE plunged directly from $60+ to $57.
Key timing: Unstaking has a **7-day lock-up period**; coins withdrawn in early July can only be transferred out by the end of July. Plus, **there will be another unlock on 8/6**, so short-term supply pressure cannot be ignored.
📉 Technicals: The 4-hour chart has been declining from the high of $72.97, with $58.16 not the bottom. $62-63.5 is strong resistance, and the chance of a rebound to that level is likely to be suppressed.
🟢 But the medium- to long-term logic is not bad:
- Hyperliquid Strategies filed an S-1 with the SEC, aiming to raise **$1 billion** to buy more HYPE, currently holding 12.6 million HYPE + $300 million in cash
- RWA trading volume already accounts for **52%** of the platform, expected to reach 75% by 2027—crude oil, silver, and the S&P 500 are all trading on it
- Predict market launches, stake $30 million of HYPE to open a market, earn 50% fees
- The HYPE burn proposal is in voting if all Aid Fund tokens are directly burned
- Platform revenue to **$873 million** in 2025, accounting for **59%+** of DeFi perpetual contract OI
🎯 Summary: In the short term, under the shadow of VC divestment + unlocking, $57 is the current dividing line between bulls and bears. If it falls below $57→ target $55 → $52. Hold $57 and FOMC lean dovish → rebound; first look at $60-62.
**Compared to the previous BEAT/HYPE analysis**, HYPE's fundamentals are actually stronger (RWA data, SEC fundraising, market predictions), but VC withdrawal is a huge variable—if HYPE really hits $291 million, no one can buy it in the short term. Multicoin says it won't sell, so keep an eye on the chain to see if these coins will move after the 7-day lock-up period.$BTC Strategy is shifting its focus to cash reserves
MicroStrategy (referred to as "Strategy" in the filing) has paused its Bitcoin holdings for the fifth consecutive week, marking a shift in its strategic focus to liquidity management rather than immediate expansion. The company sold approximately $544.5 million of its own shares to build dollar reserves, which now total $3.75 billion, enough to cover a 2.1-year dividend obligation. Based on an average purchase cost of $75,476 per Bitcoin, the company's current Bitcoin holdings face significant unrealized losses due to prices approaching $64,800.
For investors, this shows that even aggressive corporate balance sheets prioritize balance sheet safety and debt repayment ability, rather than buying on dips when prices fall below breakeven. Management remains confident, noting that liquidation risk only occurs when Bitcoin plunges to the $8,000 to $10,000 range, but this pause indicates a prudent capital allocation strategy during periods of price stagnation.#波动雷达: Monitor currency fluctuations
This morning, the Korean stock market experienced another circuit breaker. The KOSPI index opened with a plunge of 5.3%, then quickly widened to 8%, triggering a circuit breaker mechanism and halting trading for 20 minutes. This is the eighth time this year that the Korean stock market has triggered a circuit breaker. At the same time, the Japanese stock market was not spared, with the Nikkei 225 index falling more than 4%.
There was only one trigger—semiconductors were smashed again.
📉 Trigger: AI "circular financing" suspicions overwhelm chip stocks
The direct cause of this decline is renewed market concerns over the "circular financing" model for AI capital expenditure.
· Concerns over massive deals: There are reports that Nvidia is participating in AI infrastructure collaborations that may exceed $750 billion. The market is concerned that this model heavily depends on the financing capabilities of downstream clients, and if the financing environment changes, the entire AI expenditure chain will face contraction risks.
· Leading stocks hit hard: This concern led to a sharp drop in the US semiconductor sector overnight. As a global semiconductor indicator, NVIDIA closed down 4.99% on Monday, with its market value surpassed by Apple. The Philadelphia Semiconductor Index fell nearly 5% intraday.
🇰🇷 South Korea: Storage giants lead the decline, circuit breaker again
As a global hub for memory chips, the South Korean stock market has been hit hardest:
· KOSPI Index: Opened plunging 5.3%, then widened the loss to 8%, closing at 6,212.26 points, triggering a circuit breaker.
· SK Hynix: Stock price plunged 10%-11%, and its US ADR fell below its issue price on Monday.
· Samsung Electronics: Stock price plunged 8%-9%.
🇯🇵 Japan: Tech stocks plunged, losses widened
The Japanese stock market was also dragged down by the semiconductor supply chain:
· Nikkei 225 Index: Down over 4%, approaching the 62,000-point mark.
· Kioxia: As a giant in NAND flash memory, it once plunged 18% on the Tokyo stock market.
🧐 Behind the scenes: The "faith" in AI investment is wavering
On the surface, it appears to be a fluctuation triggered by earnings reports, but the deeper reason is even more noteworthy—the market's pricing logic for AI may be changing.
In the past two years, "AI" has been a get-out-of-jail-free card; whenever a company is associated with AI, huge capital expenditures are always interpreted by the market as positive. But financial reports from Google and Tesla already show that the market is beginning to question "when burning cash will yield profits."
The AI hardware chain represented by NVIDIA is essentially a model of "the more money you earn, the more you burn money." Once the market begins to question whether "massive investments can be converted into sustained profits," the entire AI narrative could face revaluation.
💎 South Korea ≠ Opportunity Circuit Breaker
Since the beginning of this year, the Korean stock market has experienced circuit breakers eight times. For the crypto market, this sends at least two signals:
1. The loosening of the AI narrative is spreading from the US stock market to the global market.
2. Global risk appetite is declining. When institutions begin to withdraw from core assets like semiconductors, risk assets as a whole are under pressure.
$NVDA $SNDK