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#韩林博士受邀牛津大学辩论社演讲 As an ordinary everyday Gate user, the heartfelt question I most want to ask Dr. Han Lin at the Oxford Union
It’s been almost four years since I joined Gate.
Over the years, I’ve watched Gate’s features gradually evolve—from the basic trading interface I could initially only use, to modules such as idle-fund management, the community plaza, and beginner tutorials. As a “regular user” who knows nothing about complex technology, I’ve accumulated many small questions but never found the right opportunity to voice them. When I heard that Dr. Han Lin would be standing at the Oxford
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#WCTCS9 #BTC Bitcoin is declining again—has the short-term rally ended?
Looking at Bitcoin’s performance over the past few years, the market still appears to offer considerable opportunities. Some analysts even believe Bitcoin could break through its all-time high again in 2027 and reach a new cycle top in 2028.
But in the present, the market is clearly not so optimistic. Bitcoin has undergone a significant correction, while bearish bets in the options market are concentrated around $80k.
Based on historical cycles, Bitcoin may indeed have room to continue rebounding. Prominent overseas analys
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#WCTCS9 #BTC Bitcoin falls again—is the short-term rally over?
Looking at Bitcoin’s performance over the past few years, the market still appears to offer plenty of opportunities. Some analysts even believe Bitcoin could break through its all-time high again in 2027 and reach a new cycle peak in 2028.
But looking at the present, the market is clearly not so optimistic. Bitcoin has experienced a significant pullback, while bearish bets in the options market are concentrated around $80k.
Judging from historical cycles, Bitcoin could indeed continue to rebound. Well-known overseas analyst Root compared the market cycles of 2015, 2018, and 2022 and found that after bottoming, Bitcoin regained its all-time high within roughly a year.
Following this pattern, if the current market follows a similar recovery trajectory, Bitcoin could set a new all-time high before mid-2027.
The relatively small decline in this market cycle is also why analysts remain optimistic. Based on the low near $60k, Bitcoin’s maximum decline was about 52%, below the roughly 77% to 85% declines seen in the previous three bear-market cycles.
If this adjustment has already released some of the market risk, Bitcoin may also need a smaller rebound than in previous cycles.
However, forecasts can only serve as a reference. Historical trends can help us understand the market, but they cannot guarantee that future market movements will repeat the past.
Especially after spot ETFs and institutional funds gradually changed Bitcoin’s market structure, whether the previous four-year cycle can continue remains controversial.
Recent options data shows that the market remains cautious about the short-term outlook.
Among the Bitcoin options expiring this Friday on Deribit, approximately $451 million in notional value of put options is concentrated in the $76k-$80k strike-price range, while open interest in puts is also higher than that in calls.
This indicates that investors are still guarding against the risk of Bitcoin falling further, but market pricing for sharp short-term volatility has declined.
The $76k-$80k range remains a price zone worth watching. If selling pressure increases again, these levels could be tested once more.
In addition, the macro environment cannot be ignored. According to an analysis published by MarketWatch yesterday, the market expects U.S. headline CPI growth in September to rise year over year from 3.4% in August to about 3.7%.
If inflation comes in above expectations, the Federal Reserve may reconsider raising interest rates, putting pressure on risk assets such as Bitcoin.
This is why, even though Bitcoin’s long-term trajectory still has room to run, its short-term performance may not be smooth. Interest-rate expectations, the dollar’s trajectory, and market liquidity could all affect investors’ risk appetite.
Conversely, there is no need to become excessively pessimistic simply because the market has pulled back. A price decline by itself does not mean the long-term trend has ended. After leveraged positions are liquidated and market sentiment cools, valuations may return to reasonable levels.
The key is not to use long-term logic as the basis for short-term trading. Even if BTC really breaks through its all-time high in 2027, that does not mean it cannot continue falling in the short term.
The crypto market today is neither as good nor as bad as imagined.
Likewise, looking at market cycles, opportunities usually emerge from declines rather than rises, while more risk accumulates on the way up.
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BTC+0.67%
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#韩股大跌你会抄底吗 #每周来晒 The KOSPI index fell sharply, weighing on semiconductor stocks such as Samsung Electronics and SK hynix. This decline presents both risks and opportunities, with the key being to distinguish short-term sentiment shocks from long-term changes in fundamentals.
In the short term, risks remain.
This decline resulted from multiple factors: the overnight weakening of the U.S. stock market’s memory sector, consecutive net selling by foreign investors, the early termination of large-scale buyback plans by Samsung and SK hynix, and growing concerns that the memory cycle has peaked. In
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#韩股大跌你会抄底吗 The KOSPI Index fell sharply, weighing on semiconductor stocks such as Samsung Electronics and SK hynix. This decline presents both risks and opportunities, with the key being to distinguish short-term sentiment shocks from long-term fundamental changes.
In the short term, risks remain.
This decline resulted from multiple factors: weakness in the U.S. stock market’s memory chip sector overnight, consecutive net foreign selling, the early termination of large-scale buyback plans by Samsung and SK hynix, and growing concerns that the memory cycle has peaked. In particular, ChangXin Memory Technologies’ breakthrough in the 4F architecture has intensified investor expectations of a deterioration in the competitive landscape. Market sentiment has not yet stabilized, and the technical picture remains dominated by bears, so the market may continue to fluctuate and probe lower in the short term.
However, over the medium to long term, opportunities are emerging.
The fundamentals of Samsung and SK hynix remain strong, with profits surging year-on-year in the third quarter of 2026, while AI demand for HBM and high-end DRAM has not disappeared. The current decline reflects valuation adjustments and fund reallocation more than a reversal of the industry trend.
For long-term investors, leading companies still hold advantages in technological barriers and market share, and after the sharp correction, they have gradually entered a range worth monitoring.
In terms of strategy:
· Stay on the sidelines in the short term, avoid blindly buying the dip, and wait for trading volume to expand and signs of index stabilization to emerge.
· Focus on the performance of China-South Korea semiconductor ETFs. If they outperform on the downside or rebound first, it would indicate that domestic funds view this adjustment as a short-term disturbance.
· Distinguish between sectors: memory chips have suffered the greatest impact, while the domestic substitution themes of equipment and materials have been less affected and can be monitored independently.
· Closely monitor key indicators: the Korean won exchange rate, U.S. Treasury yields, spot memory chip prices, and comments during Samsung’s October 29 earnings call. These will determine the direction of subsequent market movements. #每周来晒
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#Gate位列中心化交易所净流入前二 Gate's $12.21 million net inflow ranked second among centralized exchanges globally, marking a phased result of its recent concentrated product and ecosystem expansion and highlighting its overall competitiveness and capital appeal in the current market environment.
I. Core support behind this capital inflow
1. Major products launched in rapid succession
During TOKEN2049, Gate launched Gate Money, integrating comprehensive financial services covering crypto assets, fiat currencies, stocks, and more. It also partnered with Visa to launch crypto-linked cards covering more than
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#Gate位列中心化交易所净流入前二 Gate’s $12.21 million net inflow ranked second among centralized exchanges globally, representing the phased results of its recent concentrated product and ecosystem expansion, and highlighting its overall competitiveness and capital appeal in the current market environment.
I. Core support behind this capital inflow
1. Major products launched in quick succession
During TOKEN2049, Gate launched Gate Money, integrating comprehensive financial services covering crypto assets, fiat currencies, stocks, and more. It also partnered with Visa to launch crypto-linked cards covering more than 40 markets, significantly expanding the scenarios in which funds can be used.
2. Continued strengthening of asset and compliance advantages
The platform supports more than 5,300 crypto assets and over 12,800 stock ETFs, obtained licenses in multiple jurisdictions including the EU’s MiCA and Dubai’s VARA, and was the first to make 100% proof of reserves verifiable, attracting substantial amounts of conservative capital.
3. Continued consolidation of its user and ecosystem foundation
Gate’s global user base has surpassed 61 million. Following the quarterly burn of GT tokens, its circulating supply was significantly reduced, while GT’s price rose 32.49% over the past 30 days, driving greater overall capital activity on the platform.
II. Industry signals behind this achievement
1. The logic of exchange competition has fundamentally changed
The industry is shifting from simply competing on trading volume to competing on the size of capital pools and comprehensive financial service capabilities. Gate is transitioning from a single crypto exchange into a comprehensive, full-category financial platform.
2. Capital is concentrating in leading compliant platforms
As the institutionalization of the crypto market accelerates, platforms with transparent proof of reserves and global regulatory licenses are continuously absorbing user funds flowing out of other platforms.
3. The boundaries between crypto and traditional finance are dissolving
Gate has connected digital assets with everyday payments and traditional stock investment, validating the industry prediction made by its chief marketing officer that “the pure crypto exchange category will disappear by 2027.”
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V+1.71%
GT-0.27%
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#闪迪重挫6%存储股收跌 The storage sector remains under short-term pressure from sentiment unwinding, while the fundamental support of a tight supply-demand balance in the medium term has not been fully undermined.
I. Core drivers of this round of consecutive pullbacks
1. Multiple short-term negative factors hit at once
Industry leaders such as SanDisk and Micron fell on 6 of the past 7 trading days. The trigger was a holiday-related catch-up decline in the South Korean market and the early termination of a $40 billion giant's buyback plan, compounded by long-term supply concerns arising from ChangXin's
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#闪迪重挫6%存储股收跌 Short-term sentiment-driven pressure in the storage sector is likely to persist, while the fundamentals of a tight supply-demand balance remain intact in the medium term
I. Core drivers of this round of consecutive pullbacks
1. Multiple short-term negative factors hit simultaneously
Industry leaders such as SanDisk and Micron fell on 6 of 7 consecutive trading days. The trigger was a catch-up decline in the South Korean market after a holiday, the early termination of a $40 billion buyback plan by a major company, and heightened long-term supply concerns following ChangXin's breakthrough in the 4F² architecture.
2. Concentrated profit-taking by funds that bought at previous highs
The sector had risen too much previously. SanDisk continued to decline from its 52-week high of $2,354, while expectations for AI storage demand temporarily cooled, prompting funds to sell heavily at high levels and lock in gains.
3. The market is pricing in a future reversal in supply and demand ahead of time
Investors have already turned their attention to 2027-2028, worrying that the expansion of China's storage capacity and the simultaneous commissioning of new wafer fabs in South Korea could break the current undersupply situation.
II. Phased assessment of subsequent trends
1. Short term, 1-2 weeks: Sentiment-driven selling may retain its momentum
The KOSPI Index is already close to support at its 200-day moving average, while foreign investors have recorded net selling for 5 consecutive days. In the short term, the sector will likely continue to fluctuate while seeking a bottom, with the possibility of a further decline not ruled out.
2. Medium term, 3-6 months: Fundamentals remain supportive
TrendForce expects the DRAM supply shortage to persist until at least 2027. HBM supply will remain tight due to strong AI server demand, and the sustainability of storage price increases is stronger than in traditional cycles.
3. Long term, 1-2 years: Divergence will intensify
Manufacturers with core memory chip R&D capabilities and exposure to high-value-added AI segments will establish independent uptrends amid industry restructuring, while the earnings sensitivity of pure module players will narrow with the cycle.
III. Key indicators to watch going forward
1. Spot price trends
Focus on monthly changes in DRAM and NAND spot prices. If the price increase trend continues, the current pessimistic valuation sentiment will be quickly repaired.
2. Capital expenditure plans of major manufacturers
Watch the subsequent capacity expansion pace of Samsung and SK hynix. If original manufacturers actively control production, the timing of the long-term supply-demand reversal will be delayed.
3. Progress in domestic substitution
The actual year-end deliveries of ChangXin's 4F² architecture DDR5 products will directly determine the direction in which the market revises its expectations for the supply landscape.$SNDK ‌
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SNDK-0.32%
SK Hynix+1.38%
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#美国9月CPI即将公布 9 September CPI is coming: the overall “rebound” is a smokescreen created by oil prices; the core figure is the truth—it changes not “rate cuts,” but the “pace of rate hikes”

In this cycle, the Fed just raised rates to 3.75-4.00% in September (the first rate hike since 2023), and the market is betting on the “pace of rate hikes,” not rate cuts. Tomorrow (10/14 20:30 Beijing time), September CPI will be key evidence determining “whether there will be another hike this year and whether there will be a hike in December.”

1. Breaking down the data: the market expects “inflation to
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#美国9月CPI即将公布 9 September CPI is coming: the overall “rebound” is a smokescreen created by oil prices; the core figure is the truth—it will change not “rate cuts,” but the “pace of rate hikes”

In this cycle, the Fed just raised rates to 3.75-4.00% in September (the first rate hike since 2023), and the market is betting on the “pace of rate hikes,” not rate cuts. Tomorrow’s September CPI (10/14 at 20:30 Beijing time) is the key evidence determining “whether there will be another hike this year and whether there will be a hike in December.”

I. Breaking down the data: the market expects “inflation to rebound,” but it is “fake inflation” that is rebounding
Headline CPI: looks scary. The year-over-year forecast is expected to rebound from 3.4% in August to 3.6%-3.7%, while the month-over-month forecast is +0.5-0.6% (previously 0.4%)—but this is mainly being driven by gasoline prices (thanks to oil prices above $100). Energy is “noise”; the Fed does not focus on it.
Core CPI: this is the deciding factor. The month-over-month forecast is 0.2% (even lower than August’s 0.3%), with year-over-year growth at around 2.4-2.5%—“real inflation” is actually cooling (helped by falling wireless communication prices). This is why Macquarie dares to say that “accelerating CPI will not drive a rate hike in October.”

II. Three scenarios, with completely different impacts on the pace of rate hikes
Scenario A: Core month-over-month at 0.2% (in line with expectations)—most likely
The probability of an October rate hike remains around 19%—the scenario of “no hike in October, reassess in December” remains unchanged. No matter how high headline CPI rises, as long as core inflation holds steady, the market will not panic. Impact: neutral to slightly bullish, with BTC holding at $82K.
Scenario B: Core month-over-month ≥0.3% (above expectations)—a hawkish scare
“Sticky inflation” is confirmed → October odds return to 30%+, December becomes certain → 30Y U.S. Treasury yields hit new highs again, the dollar strengthens → BTC tests $80K, and risk assets come under collective pressure.
Scenario C: Core month-over-month ≤0.1% (significant cooling)—a dovish surprise
The narrative of “one more hike this year” is directly shaken → both October and December expectations cool → Treasury yields fall → risk assets rebound sharply, with BTC eyeing $85-87K.

III. The Fed’s true inclination: it has already been written into its words
- Waller: The dot plot shows that a majority of officials expect one more hike this year.
- Musalem: “Rates should be raised over the next 6-9 months.”
- Macquarie: Several officials favor “hiking at every other meeting” (no hike in October, hike in December).

So: CPI cannot change “no hike in October” (probability <20%), but it will rewrite “whether to hike in December” and “next year’s path”—that is the significance of this test.
The “rebound” in September CPI is a performance staged by oil prices; core inflation is the actual script—it will not overturn the “October pause,” but it will determine “whether December brings a hike or just a wait-and-see.” Tomorrow at 8:30 p.m., the test paper will be handed out.
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GAS+1.44%
BTC+0.67%
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#DeepSeek将完成1000亿元融资 DeepSeek’s $100 billion financing: The AI “arms race” has reached the eve of its IPO—but primary-market frenzy may not win over the secondary market
DeepSeek’s second-round financing is approaching 100 billion yuan (the original target was 50 billion yuan, with Tencent and CATL leading the round), with a pre-money valuation of approximately 500 billion yuan (about $74 billion)—from its approximately $10 billion valuation in the first round in June to now, it has multiplied roughly sevenfold in less than four months; meanwhile, it has hired CITIC Securities to prepare for a
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#DeepSeek将完成1000亿元融资 DeepSeek’s ¥100 billion financing: AI’s “arms race” has reached the eve of its IPO—but the fervor in private markets may not be embraced by public markets
DeepSeek’s second financing round is approaching ¥100 billion (original target: ¥50 billion, led by Tencent and CATL), with a pre-money valuation of around ¥500 billion (approximately $74 billion)—up roughly sevenfold in less than four months from its initial valuation of about $10 billion in June; it has also hired CITIC Securities to prepare for a STAR Market IPO, targeting a filing in late 2026 or early 2027 and a listing in 2027.
My view: This financing is a landmark event in the “AI capital arms race”—more money = more computing power = a bigger story, and the logic holds; but the combination of “a sevenfold valuation increase in seven months + the eve of an IPO” is precisely the prelude to a collision between “private-market sentiment” and “public-market reality.” For DeepSeek, it is ammunition; for the industry, a signal; for ordinary investors, this is someone else’s private-market carnival, while your exam begins on the day of the IPO.
I. What is this ¥100 billion buying
① Buying time for “computing-power autonomy.” Liang Wenfeng himself has said that Chinese AI remains heavily dependent on NVIDIA chips—the most practical uses of the financing are stockpiling chips (NVIDIA) and betting on domestic computing power. 21st Century Business Herald directly called this a “high-stakes bet on domestic computing-power pretraining.” In the end, the AI battle is a war of computing-power attrition; whoever has more money survives longer.
② Buying an “IPO pass.” This round is essentially pre-IPO bridge financing—allowing the company to knock on the STAR Market’s door with “¥100 billion in cash reserves + backing from major corporations.” Tencent and CATL’s participation is not just about money; it is strategic credibility.
③ Buying the “gap narrative.” Bloomberg Intelligence estimates that DeepSeek V4.1 Flash has narrowed the gap between China’s and the United States’ top models to around 3%—the story that “Chinese AI is catching up” is the fuel for the sevenfold valuation increase.
II. But the market requires extreme caution
① A sevenfold increase in seven months = sentiment-driven pricing, not performance-driven pricing. The valuation rose from $10 billion to $74 billion on the back of scarcity—“you can’t get a stake”—and AI fervor. Private-market valuations are set by “those who want to get in”; public-market prices are set by “those who want to get out.”
② A cautionary example: MiniMax. Another leading large-model company, MiniMax saw its share price plunge 80% after listing—“Who will take over in the large-model IPO wave?” is already a question the market is asking. Whether the market will accept DeepSeek’s $74 billion valuation at listing is another matter.
③ The dilution and profitability math. New shareholders in this round will receive 17–20% (compared with only 13% in the first round)—diluting the founding team; meanwhile, DeepSeek’s business model—low-priced APIs—is known for its “value for money.” Whether its revenue can support a $74 billion valuation will depend on the prospectus.
DeepSeek’s ¥100 billion financing proves that the “Chinese AI arms race” has entered the “eve of the IPO”—with ample ammunition, backing from major corporations, and a complete gap narrative; but the sevenfold valuation increase in seven months must ultimately pass the “public-market” test. For DeepSeek, it is a “high-stakes gamble”; for the industry, a “signal”; for retail investors, “wait until the IPO and see.”
The rules of the AI world are much like those of the crypto world—private markets are always feverish, while public markets are always clear-eyed. Raising ¥100 billion is an achievement; avoiding a post-listing drop below the issue price is the ultimate achievement. No matter how loudly the story is told, it only counts if someone is willing to take over.
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CATL-1.36%
CITIC SEC-0.75%
NVDA+0.92%
#美国9月CPI即将公布 U.S. September CPI data will be released on October 14 at 20:30 (UTC+8), marking the last key inflation data point before the Federal Reserve's October interest rate meeting and directly influencing market liquidity expectations and BTC's short-term trend.
I. CPI Forecasts and Scenario Analysis
1. Core CPI Is Key to a Market Turn
The market expects headline CPI to rise 3.7% year-on-year (previously 3.4%) and 0.6% month-on-month, mainly driven higher by energy prices (oil prices), making headline inflation appear artificially elevated due to energy. The market is more focused on c
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#美国9月CPI即将公布 U.S. September CPI data will be released at 20:30 on October 14 (UTC+8). This is the last key inflation data release before the Federal Reserve’s October rate meeting and will directly affect market liquidity expectations and BTC’s short-term trend.
I. CPI Forecasts and Scenario Analysis
1. Core CPI Is Key to a Trend Shift
The market expects headline CPI to come in at 3.7% year-on-year (previous reading: 3.4%) and 0.6% month-on-month, mainly driven higher by energy prices (oil prices), making headline inflation appear “artificially high” due to energy. The market is more focused on core CPI (expected at 0.2% month-on-month and 2.5% year-on-year). The degree of deviation in core CPI will drive market pricing more strongly than the headline figure.
2. Analysis of the Impact of Three Scenarios on BTC
Scenario One: Core CPI Above Expectations (>0.2%)
Impact: Persistent inflation would reignite expectations of a Fed rate hike in October, strengthening the dollar and pushing U.S. Treasury yields higher. As a high-beta risk asset, BTC would face selling pressure and would likely remain under pressure, potentially retesting $80,000 or even lower, such as the $77,000 support level.
Scenario Two: Core CPI Below Expectations (<0.2%)
Impact: Cooling inflation would confirm that the Fed will hold rates steady in October, boosting rate-cut expectations and improving liquidity. BTC could rebound, retesting $84,000-$85,000 (the previous dense positioning resistance zone) and potentially challenging $86,000-$87,000.
Scenario Three: Core CPI In Line with Expectations (≈0.2%)
Impact: Stable inflation would lead the market to remain on hold. BTC would likely continue range-bound trading ($82,000-$85,000), awaiting further guidance from subsequent macro data such as PPI and retail sales.
II. BTC Trend Outlook
1. Short Term (Before the Data Release): Range-Bound Trading While Awaiting a Breakout
BTC is currently trading within a wide $80,000-$85,000 range, with $83,000 serving as the short-term dividing line (the average cost basis of ETF investors). Before the CPI data is released, bulls and bears are engaged in intense competition, with no clear one-way trend. BTC will likely remain range-bound as positions are shaken out.
2. Medium Term (After the Data Release): Direction Depends on the Data and Fund Inflows
If the data is soft and BTC holds above $83,000 alongside a return of ETF inflows, the rebound could continue. If the data is strong and BTC falls below $80,000, the risk of a second bottom must be guarded against.
III. Trading Plan and Risk Management
1. Maintain Light Positions and Wait for the Data Release
Market volatility tends to be intense before and after the CPI release, easily triggering liquidations of highly leveraged positions. Maintain light positions and wait, avoiding heavy positions, chasing highs, or blindly buying the dip before the data is released. Add to positions only after the direction is confirmed.
2. Take Profit in Stages and Buy Dips on Retests
Dip-buying setup: If the data is soft, consider buying dips in the $82,500-$83,000 support zone, with a stop-loss reference below $82,000.
Reduce positions on strength: If strong data causes a spike, consider taking profit and reducing positions upon the first test of the $84,000-$85,000 resistance zone to avoid overhead trapped positions and concentrated liquidation pressure.
3. Set Strict Stop-Losses and Guard Against Leverage Risk
Manage position sizes, set clear stop-loss levels, and avoid suffering major losses from extreme market moves caused by data falling short of expectations. #WCTCS9
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BTC+0.67%
#WCTCS9 🏆 The WCTC S9 leaderboard guide is here—choosing the right track is crucial
The competition officially starts on October 26. With three leaderboards, which one are you ready to compete for? 🔥
👥 Team Competition: Cumulative converted trading volume, testing the team’s overall strength
🏅 Individual Competition: Aim for the top 300; participants ranked 301–1000 can also receive trial voucher rewards
⚡ Event Contract PK Competition: One round every 30 minutes, testing judgment and wins
💡 Trading volume weighting is also key to climbing the leaderboard:
🔥 Stocks / Event Contracts: 200
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#WCTCS9 🏆 The WCTC S9 leaderboard-pushing guide is here—choosing the right track is crucial
The competition officially starts on October 26. With three leaderboards, which one are you ready to challenge?🔥
👥 Team Competition: Accumulated converted trading volume, testing the team’s overall strength
🏅 Individual Competition: Aim for the top 300; those ranked 301–1000 can also receive trial coupon rewards
⚡ Event Contract PK Competition: One round every 30 minutes, testing judgment and wins
💡 Trading volume weighting is also key to climbing the leaderboard:
🔥 Stocks / Event Contracts: 200%
📈 Spot / ETFs / Flash Swaps: 150%
💎 Contracts: 100%
The same trading volume may have significantly different conversion weights across different tracks.
Are you preparing to team up and climb the leaderboard, or challenge the rankings solo?
Bring #GateWCTCS9全球交易赛 to the Gate Square to discuss your competition strategy and team recruitment plans, and find your leaderboard-pushing partners in advance.
🎁 Supporting activities are also taking place in the Square, including forming teams, sharing results, and discussing strategies, with additional rewards waiting for you.
👉 WCTC S9 competition entrance:
https://www.gate.com/competition/wctc-s9
👉 Square event entrance:
https://www.gate.com/campaigns/6559
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#韩股大跌你会抄底吗 #每周来晒 When AI’s most crowded trade encounters triple resonance: South Korean stocks plunge 5.47%
The KOSPI closed down 5.47%, while SK Hynix plunged 10.09%. The core conflict is the simultaneous resonance of three factors: foreign capital outflows, China’s advance in memory technology, and doubts over AI capital expenditure financing. As a proxy for the AI memory trade, the KOSPI’s vulnerability has been systematically amplified.
【Part I: Event and Background】On October 13, South Korea’s KOSPI index closed down 348.9 points at 6035.34, a decline of 5.47%. It fell more than 7% intrad
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#韩股大跌你会抄底吗 #每周来晒 When the Most Crowded AI Trade Encounters Triple Resonance: South Korean Stocks Plunge 5.47%
The KOSPI closed down 5.47%, while SK hynix plunged 10.09%. The core conflict was the simultaneous resonance of three factors: foreign capital outflows, China’s advances in memory technology, and doubts over financing for AI capital expenditures. As a proxy asset for the AI memory trade, the KOSPI’s vulnerability was systematically amplified.
【Part One: Events and Background】On October 13, South Korea’s KOSPI Index closed down 348.9 points at 6035.34, a decline of 5.47%. It fell more than 7% at one point during the session, prompting the Korea Exchange to activate the SIDECAR circuit breaker and suspend programmatic selling. SK hynix plunged 10.09%, Samsung Electronics fell 7.38%, and the Nikkei 225 Index declined 1.8%. Spot gold broke above $4,200, the 10-year U.S. Treasury yield fell to 5.20%, and Brent crude dropped to $105.58.
Key background: Foreign capital outflows have reached an extreme historical level. From the beginning of the year through October 12, foreign investors had cumulatively net sold approximately 199 trillion Korean won (about ¥992.5 billion), while net sales exceeded $6 billion in October alone. Samsung Electronics’ foreign ownership ratio fell to 46.38%, the lowest since the financial crisis in January 2008; SK hynix’s foreign ownership ratio fell below 50% to 49.59%.
China’s breakthroughs in memory technology constitute a direct shock.
ChangXin Memory Technologies announced key progress in its 4F² DRAM architecture and is expected to launch DDR5 RDIMM server memory by year-end. Its DRAM revenue share has reached 10%, ranking fourth globally. A Counterpoint research vice president judged that “the question is no longer whether it can enter the global top three, but when.”
Doubts over financing for AI capital expenditures erupted across the market.
Broadcom CEO Hock Tan warned that “the biggest constraint is capital, not chips,” while NVIDIA CEO Jensen Huang and Intel CEO Lip-Bu Tan simultaneously voiced concerns over financing costs. Ray Dalio had previously warned that the AI bubble was “nearing the bursting point.”
Market expectations vs. reality: The market had previously viewed the KOSPI as a proxy asset for the AI memory supercycle, but the three factors resonated simultaneously—foreign capital outflows are a persistent trend, ChangXin’s breakthrough is a catalyst, and financing doubts are a sentiment amplifier—systematically magnifying the KOSPI’s vulnerability.
【Part Two: Analytical Framework】Affected assets and direction:
KOSPI Index: Broke below the 200-day moving average and fell by one-third from its June high; direction is bearish.
SK hynix: HBM share fell from 64% to 50%, while its general-purpose DRAM business faces competition from ChangXin; direction is neutral to bearish.
Samsung Electronics: Foreign ownership fell back to 2008 levels. Its scale advantage provides a buffer, but passive selling continues; direction is neutral to bearish.
Spot gold: Broke above $4,200 as risk aversion intensified across the board; direction is bullish.
ChangXin Memory Technologies supply chain: China’s domestic DRAM breakthrough is driving demand for equipment, materials, and packaging and testing; direction is bullish. Transmission logic: ChangXin’s 4F² breakthrough → the pricing power of the three major memory makers faces erosion → foreign investors accelerate withdrawals from South Korean stocks → the KOSPI falls below its 200-day moving average, triggering programmatic selling → SIDECAR circuit breaker → compounded by doubts over AI capital expenditure financing → safe-haven funds flow into gold and U.S. Treasuries → a “sell → won depreciation → sell again” negative feedback loop forms
Bull-bear comparison: The bulls argue that the AI-driven DRAM supply-demand gap is still widening, Micron’s DRAM selling prices rose more than 60% quarter-on-quarter in Q1, ChangXin’s yield rate and customer certification still require 12 to 18 months of verification, and Samsung’s foreign ownership ratio of 46.38%, near the 2008 crisis level, leaves room for an oversold rebound;
The bears argue that foreign net sales exceeded $6 billion in October and the trend has not stopped, the approximately $41 billion in buyback demand from the two major chip giants is about to disappear, the KOSPI has fallen by one-third from its June high and broken below its 200-day moving average, and won depreciation and foreign capital outflows are forming a negative feedback loop.
Cross-market linkage check: (1) South Korean stocks and Taiwanese stocks—the taiwan Weighted Index has risen 70% year to date and outperformed the KOSPI by approximately 23 percentage points last quarter, with AI capital structurally migrating from South Korea to taiwan; (2) AI debt and U.S. Treasuries—hyperscalers’ capital expenditures are expected to exceed $1.2 trillion in 2027, while operating cash flow will total only about $1 trillion, leaving a financing gap of approximately $200 billion, with AI debt competing with U.S. Treasuries for duration buyers.
Policy sensitivity: High.
The Bank of Korea faces pressure to raise interest rates, leaving limited room for monetary easing and further weakening the appeal of South Korean stocks.
【Part Three: Scenario Analysis】
Scenario One: Foreign outflow slows and the market moves within a range (40% probability): Triggering conditions are a stable won exchange rate and memory chip prices remaining high.
Path: Monthly foreign net sales fall from $6 billion to below $3 billion, the KOSPI fluctuates within the 5800 to 6200 range, and the market awaits signals of the next round of memory chip price increases.
Scenario Two: Accelerated foreign withdrawals trigger a second bottom (35% probability): Triggering conditions are continued rises in global bond yields or a further slowdown in memory chip price gains.
Path: Foreign selling accelerates, the won depreciates further, retail margin balances fall from 33 trillion Korean won to below 28 trillion Korean won, and the KOSPI drops below 5800. Historical comparison: The KOSPI rebounded rapidly after plunging during the COVID-19 crisis in March 2020, but foreign ownership was much higher then and synchronized global central-bank easing provided liquidity. The effective limitation now is that the Bank of Korea faces pressure to raise interest rates, leaving far less room for monetary easing than in 2020.
Scenario Three: Stronger-than-expected memory chip demand is confirmed, driving foreign capital back (25% probability): Triggering conditions are HBM4 orders for 2027 significantly exceeding expectations or Samsung formally entering NVIDIA’s HBM supply chain.
Path: Foreign investors reassess the durability of the memory chip supercycle, Samsung and SK hynix receive valuation re-ratings, and the KOSPI challenges 6500 again.
【Part Four: Key Variables】
Monthly foreign net outflows: October net sales currently exceed $6 billion; a decline to below $3 billion would indicate easing selling pressure.
Samsung Electronics’ foreign ownership ratio: Currently 46.38%, the lowest since January 2008; a further decline below 46% would trigger additional selling by passive funds.
Mass-production yield of ChangXin’s 4F² DDR5 RDIMM: The gap between the technology announcement and successful mass production will determine whether the shock is “expectation-driven” or “structural.” A yield breakthrough above 80% would establish commercial viability.
Won-U.S. dollar exchange rate: Foreign withdrawals and won depreciation are creating a negative feedback loop; exchange-rate stabilization is the key point for breaking the cycle.
【Part Five: Reverse Test】The most likely error is underestimating Samsung Electronics’ valuation buffer. Samsung Electronics’ forward P/E ratio is approximately 4 to 5 times, well below Micron Technology’s 10.2 times, representing a valuation discount of more than 50%. Samsung’s third-quarter operating profit reached a record 107.4 trillion Korean won; if foreign investors believe the valuation already fully reflects bearish expectations, short covering may occur.
Revision signal: When monthly foreign net outflows turn into net inflows and Samsung’s share price stabilizes, South Korean stocks should be reclassified from “continuing to bleed” to “building a valuation floor.”
【Part Six: Assessment and Uncertainty】
Core assessment: The essence of the South Korean stock plunge is the structural flaw of the KOSPI as a “proxy asset for the AI memory trade”—more than half of its weighting is concentrated in two memory chip companies, while global public funds’ compliance limits make passive selling a persistent source of pressure. ChangXin’s 4F² breakthrough is a catalyst rather than the root cause, and the negative feedback loop formed by foreign withdrawals and won depreciation will be difficult to break in the short term.
Confidence: Medium-high.
Supporting reasons include foreign ownership ratios falling back to 2008 levels, year-to-date net sales reaching 199 trillion Korean won, and the KOSPI breaking below its 200-day moving average and triggering programmatic selling; mitigating reasons include Samsung Electronics’ significant valuation discount and continued resilience in memory chip demand. Failure condition: Monthly foreign net outflows turn into net inflows and Samsung regains HBM orders.
Validity period: 3 to 6 months.
【Part Seven: Summary】The core conflict is that the KOSPI is being treated as a proxy asset for the AI memory supercycle, while AI capital is migrating to taiwan, whose industrial-chain positioning is more diversified. Meanwhile, the concentration of more than half of the index’s weighting in two companies makes passive selling a persistent source of pressure, and the negative feedback loop formed by foreign withdrawals and won depreciation will be difficult to break in the short term.
Forward-looking assessment: The foreign ownership ratio is the core indicator for determining whether selling pressure has bottomed. A stabilization and recovery in Samsung Electronics’ foreign ownership ratio from 46.38% is a prerequisite for sentiment recovery in South Korean stocks; the actual mass-production yield of ChangXin’s 4F² architecture is the hard indicator for assessing the intensity of China’s memory-sector shock, and the gap between the technology announcement and successful mass production will determine the nature of the shock; China’s taiwan is structurally replacing South Korea, with the overweight ratio for Taiwanese stocks in a Bank of America survey standing at 1.6 times that for South Korean stocks, meaning the capital migration is not a short-term rotation.
Track just one variable: whether Samsung Electronics’ foreign ownership ratio rises back above 47% before the first quarter of 2027—this is the hardest indicator for determining whether foreign selling pressure has bottomed.
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#GateX红牛F1新加坡站夺冠 #每周来晒 Max conquers Marina Bay, while Gate wants to conquer your “way of watching”—predictions, quizzes, collectibles, which one do you want most?"
Max's performance at this Singapore Grand Prix deserves full marks💯
1. A career milestone breakthrough
This was Verstappen's first Singapore Grand Prix victory in 10 attempts since entering F1, while also claiming pole position, the sprint race win, and the race win to complete a weekend grand slam.
2. Dominance from start to finish
After securing pole in qualifying, he consistently delivered blistering speed under different condit
#阿斯麦与台积电即将发布Q3财报 ASML and TSMC (TSM), as the two giants in the global semiconductor industry representing “upstream equipment” and “midstream manufacturing,” respectively, will directly verify the health of global AI capital expenditures through their Q3 financial reports, exerting a direct “bellwether” influence on the performance of the AI sector, particularly the AI computing-power chain. The specific impact paths and outlook scenarios are as follows:
I. Key Financial Report Highlights and Impact Logic1. ASML (Equipment): Verifying “Expansion Intent” and “Long-Term Visibility”
· Key highlig
ASML-1.88%
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#WCTCS9 #本周市场关注 My market puzzle this week: BTC awaits CPI, U.S. stocks watch banks, and crude oil is the “underlying theme”

This week (10/12-10/18) is a “super macro week”: September CPI on Wednesday (10/14) is the decisive factor, the earnings reports of the six major banks lead off on Tuesday and Wednesday, and Fed Chair Waller will also speak. My watchlist ranking: BTC (awaiting CPI for direction) > U.S. stocks (watching banks during earnings season) > crude oil (the underlying inflation theme) > gold (safe-haven confirmation).
📈 BTC: Currently around $83.4K, but direction depends on C
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#WCTCS9 #本周市场关注 My market map for this week: BTC awaits CPI, U.S. stocks watch banks, and crude oil is the “hidden thread”

This week (10/12-10/18) is a “super macro week”: September CPI on Wednesday (10/14) is the decider, six major banks lead off earnings on Tuesday and Wednesday, and Fed Chair Waller is also due to speak. My watchlist ranking: BTC (waiting for CPI to set direction) > U.S. stocks (watching banks during earnings season) > crude oil (the hidden inflation thread) > gold (safe-haven confirmation).
📈 BTC: Around $83.4K now, but direction depends on CPI—my answer is “no breakouts and no guessing pullbacks before the data lands”
BTC has bounced from $81K to $83.4K, which is a short-term “oversold recovery,” not a “trend reversal.” The $82K lifeline and $80K last line of defense remain unchanged. My approach: stay lightly positioned before CPI, then take sides after 8:30 p.m. Wednesday—cooling data → look toward $85-87K; sticky data → defend $80K.
🏦 U.S. stocks: During earnings season, I’m most interested in “what the banks have to say”
JPMorgan, Goldman Sachs, Citigroup, and Wells Fargo report on Tuesday, followed by Bank of America, Morgan Stanley, and BlackRock on Wednesday—all six major banks report over two days. Profit figures are old news; guidance is new—I’m watching three things: ① investment banking (has M&A/IPO activity recovered?); ② net interest income (5.7% on U.S. Treasuries is a “double-edged sword” for banks—the spread has widened, but deposit costs are also rising); ③ management commentary on consumer credit (are Americans’ wallets still full?). Bank earnings are the economy’s “thermometer,” offering a closer view of the real economy than CPI.
🛢️ Crude oil: the biggest “hidden thread” this week
Brent crude is fluctuating sharply in the $100-105 range and WTI in the $90-92 range (it also plunged intraday on 10/12)—the bulls and bears are betting on two things: an escalation in the Middle East (bullish) versus Russian diesel restrictions being lifted plus Trump pressuring oil prices (bearish). Oil prices feed directly into CPI—if crude holds below $100, inflation expectations will cool another notch, giving BTC and U.S. stocks a sigh of relief; another push above $105 would directly raise the risk of a CPI blowout. Watching Brent is essentially getting an early look at CPI.
🥇 Gold: the $4,200 historical high zone—“safe-haven demand” and “high interest rates” are fighting it out
Gold is near $4,200 (a historical high)—geopolitical safe-haven demand and central-bank buying are pushing it up, while 5.7% on U.S. Treasuries is weighing on it. Cooling CPI → safe-haven sentiment eases → gold could pull back; a CPI blowout → gold continues to make new highs. Gold is currently the “global anxiety index,” and its price action will tell us whether the market is truly afraid.

🎯This week’s trading plan
- Before 20:30 Wednesday: total exposure no more than half-invested—light BTC position, don’t chase U.S. stocks, stay away from gold
- Cooling CPI: add back to BTC, targeting $85-87K; if bank earnings are also strong, add financial ETFs to U.S. stock holdings
- Sticky CPI: cut BTC to below 20% and wait for $80K; continue holding gold; stay away from oil-related assets
Which market are you watching most closely this week? Let’s discuss in the comments 👇
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#BTC涨1.17% #WCTCS9 Although Bitcoin (BTC) has recently shown localized optimism due to a short-term rebound (rising 1.17% over the past 24 hours), the US September CPI (Consumer Price Index) to be released this week (October 14) is the core variable determining Bitcoin’s short-term trend. Overall, Bitcoin is likely to remain range-bound at elevated levels in the short term, with its trend highly dependent on the specific CPI results. The market will most likely choose a direction after the data is released.
I. Core Variable: Impact of the US CPI Data on October 14
The CPI data will directly af
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#BTC涨1.17% #WCTCS9 Although Bitcoin (BTC) has recently shown localized optimism due to a short-term rebound (up 1.17% over the past 24 hours), the U.S. September CPI (Consumer Price Index) to be released this week (October 14) is the key variable determining Bitcoin’s short-term trend. Overall, Bitcoin is likely to remain volatile at elevated levels in the short term, with its trend highly dependent on the specific CPI result. The market will most likely choose a direction after the data is released.
I. Core Variable: Impact of the U.S. CPI Data on October 14
The CPI data will directly affect expectations for Federal Reserve rate cuts, thereby determining Bitcoin’s short-term direction:
CPI below expectations (moderate decline): If inflation comes in below expectations, it will strengthen expectations that the Federal Reserve will “remain on hold” or “cut rates.” Risk assets will receive support, and Bitcoin may surge toward the $84,000-$85,000 range or even higher.
CPI above expectations (unexpected rebound): If inflation exceeds expectations, it will raise expectations of Federal Reserve rate hikes, driving up Treasury yields and strengthening the U.S. dollar, weighing on the non-yielding asset Bitcoin. Bitcoin could pull back toward the $82,000-$80,000 support range.
CPI in line with expectations (unremarkable data): If the data meets market expectations (such as headline CPI at around 3.7% and core CPI at around 2.5%), the market may see a corrective rebound following the dissipation of bearish factors, or remain volatile at elevated levels, but the probability of a breakout into a one-way trend will be relatively low.
II. Current Market Conditions and Sentiment Analysis
Sentiment and liquidity: Although market sentiment has shifted toward localized optimism (with the Fear and Greed Index recovering), liquidity conditions remain fragmented (with some ETF outflows and intensified leveraged trading). The lack of incremental capital, along with some trapped positions and liquidation pressure at elevated levels, is limiting the room for a short-term one-way surge.
Technical analysis: Bitcoin is currently in the key $82,000-$84,000 consolidation range, capped above by the 20-day moving average (around $84,370) and supported below by the previous low (around $82,000) and the cost support level (around $80,000). In the short term, it lacks the momentum for a one-way breakout, with range-bound shakeouts likely to dominate.
III. Trading Recommendations
Trading strategy: Before the CPI data is released, it is recommended to control position sizes and leverage and avoid chasing rallies. After the data is released, follow the actual direction indicated by the data, buy dips and sell rallies, and be mindful of concentrated selling pressure at elevated levels and liquidation risks at lower levels.$BTC ‌
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#GateX红牛F1新加坡站夺冠 Red Bull's Singapore double crown: Max's first Marina Bay win hides a string of record-breaking numbers

10/11 F1 Singapore GP, Verstappen started from pole and led all 62 laps to claim his first career win at the Marina Bay street circuit, also securing his 73rd Grand Prix victory.
How would you rate it? Three words: textbook. One more detail: he also won Saturday's sprint race—the event was a "sprint + main race double" (Marina Bay double).

Where this victory's "weight" lies
① Conquering the "last weakness." Singapore's Marina Bay is recognized as one of F1's most diffi
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#GateX红牛F1新加坡站夺冠 Red Bull's Singapore "Double Win": Max's First Marina Bay Victory Conceals a String of Record-Breaking Numbers

10/11 F1 Singapore Grand Prix: Verstappen started from pole and led all 62 laps, claiming the first win of his career at the Marina Bay Street Circuit. This was also his 73rd Grand Prix victory.
How would you rate it? Three words: textbook. One more detail: he also won Saturday's sprint race—making this a "sprint + feature race double" (Marina Bay double).

Where is the "weight" of this victory?
① Conquering the "last weakness." Singapore's Marina Bay is widely regarded as one of F1's most difficult street circuits: high temperatures, high humidity, bumpy surfaces, and almost no overtaking opportunities. Previously, it was precisely one of Max's relatively "weakest" tracks—but this time he not only won, he delivered an undisputed "pole-to-flag" domination. Leclerc chased closely at the start, but Max quickly opened up a gap—the dominance of "I'm giving you no chance."
② A milestone night. His 73rd career win, 50th pole, and 250th Grand Prix—and he was also voted "Driver of the Day" by fans on the spot. This was Red Bull's second consecutive win and Max's second victory of the season—as the season entered its second half, Red Bull's form was back.
③ The bigger picture: the chasers are closing in. Antonelli (Mercedes) leads the Drivers' Championship standings with 340 points—Max's victory means more than just "this race"; it "reignites the championship battle." Next up is the United States (10/23-25), and the show continues.

🤝 Gate × Red Bull: This partnership is gaining value too
Red Bull won in Singapore, while Gate's TOKEN2049 also just concluded in Singapore—the same city, with two leading stars.
- A closed loop in the "speed" narrative: F1's speed is measured in seconds on the track, while Gate's speed is measured in milliseconds by its matching engine—"fast" is the shared belief of both
- The marketing value of a "championship" win: a sponsored team's victory doubles brand exposure; the more Red Bull wins, the more valuable Gate's logo becomes
- Cross-industry audiences: F1 fans and crypto investors overlap heavily (high net worth, risk-seeking, pursuing the extreme)—by hosting driver interactions at TOKEN2049, Gate is making itself known to "the right people"

📌 My take
Max's performance in this race was "dominant": the most difficult circuit, the harshest weather, and the strongest opponents—he went "from pole to the finish without ever letting up," turning the "Singapore curse" into a "Singapore milestone."
For Gate, this victory is like a beautiful "brand candlestick": Red Bull's momentum is the partnership's momentum, and the win-win is becoming reality.

The crypto world talks about the "return of the bull market," while the F1 world talks about "Red Bull's return"—after this race, the slogans of both communities can be unified: Red Bull really has "turned red." 😁😁😁#WCTCS9
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#USELESS交易量接近DOGE BonkGuy compared USELESS with DOGE, essentially highlighting USELESS's "high growth potential" and endorsing it by pointing out that their trading volumes are close while their market caps differ vastly. This comparison has a certain marketing logic, but it obscures the fundamental differences between the two in terms of fundamentals, market positioning, and valuation logic.
I. The Logic Behind the Comparison and BonkGuy's Intent
1. Highlighting "high growth" expectations: BonkGuy intends to use the "similar trading volume" to prove that USELESS has excellent "market interest
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#USELESS交易量接近DOGE BonkGuy compares USELESS with DOGE, essentially highlighting USELESS's “high growth potential” and endorsing its promotion by pointing out that their trading volumes are close while their market caps differ vastly. This comparison has some marketing logic, but it obscures the fundamental differences between the two in terms of fundamentals, market positioning, and valuation logic.
I. The logic behind the comparison and BonkGuy's intentions
1. Highlighting “high-growth” expectations: BonkGuy aims to use their “similar trading volumes” to demonstrate that USELESS has excellent “market interest” and “liquidity,” while the “large market cap gap” implies that USELESS has enormous room to “catch up,” thereby attracting investors to buy in.
2. Catering to the “narrative” logic of Meme coins: USELESS focuses on the “useless” Meme narrative, and its price depends heavily on market sentiment and successive inflows of capital. By comparing it with the established Meme coin DOGE, it leverages DOGE's “wealth effect” to endorse USELESS's “emotional value.”
II. The fundamental differences between the two (why the vast market cap gap is reasonable)
1. Differences in fundamentals and asset attributes: DOGE is an established PoW cryptocurrency that has existed for over a decade, with an exceptionally strong global community consensus, extremely high liquidity, and broad real-world use cases such as payments and tipping; USELESS, by contrast, is a pure Meme coin issued only in 2025, with no practical utility whatsoever. Its value is built entirely on the spread of its “meme” and speculative capital flows, making it a high-risk “greater fool” asset.
2. Differences in valuation logic: DOGE's market cap (approximately $11 billion) reflects broad consensus around its role as “digital gold” and a “payment currency,” giving it a relatively solid valuation; USELESS's market cap (approximately $200-300 million), on the other hand, is purely “sentiment-driven pricing,” lacking fundamental support and featuring a massive valuation bubble.
3. Differences in risk and liquidity: DOGE has excellent liquidity, making it relatively easy for large amounts of capital to enter and exit, with stronger risk resistance; although USELESS's liquidity has recently increased due to speculation, it is a typical “short-term, fast-moving” asset. Once market sentiment wanes or capital withdraws, its price can easily suffer a “flash crash.”
As a high-profile “diamond hand” and KOL, BonkGuy's statements carry clear vested interests (he himself holds a large position in USELESS and has profited from it). Investors should beware of the risk of being used to “lift the sedan chair,” never blindly trust marketing rhetoric about the “market cap gap,” and properly isolate risk, treating such assets only as high-risk speculative allocations. #WCTCS9 $USELESS
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#STRK24小时涨超55% STRK rose more than 55% in 24 hours, driven mainly by the “independent L1” and “quantum-resistant” narratives, but the sustainability of this rally faces multiple challenges. It may surge further in the short term, but medium- to long-term risks are high.
Core drivers
StarkWare CEO said the company is considering transforming Starknet from an Ethereum L2 into an independent L1, with the goal of achieving comprehensive quantum-resistant security by 2027, ahead of Ethereum’s 2029 roadmap. These remarks ignited market sentiment, while concerns over cryptographic security sparked by
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#STRK24小时涨超55% STRK surged over 55% in 24 hours, mainly driven by the “independent L1” and “quantum-resistant” narratives, but the sustainability of this rally faces multiple challenges. It may spike in the short term, but medium- to long-term risks remain high.
Core driving factors
StarkWare CEO proposed considering transitioning Starknet from an Ethereum L2 to an independent L1, with the goal of achieving full quantum-resistant security by 2027, ahead of Ethereum’s 2029 roadmap. These remarks ignited market sentiment, while concerns over cryptographic security sparked by AI-accelerated mathematical research further made “quantum resistance” a hot concept, driving STRK to surge against the trend.
Concerns behind the rise
· The narrative has yet to materialize: The project is only at the stage of “actively considering” the transition and has not released a specific transition roadmap or technical implementation plan, leaving a considerable gap before actual execution.
· Insufficient fundamental support: Starknet’s current on-chain activity is limited, with an average of approximately 239k daily transactions in Q2 and average daily fee revenue of only about $13.7k, severely diverging from the token’s price gains.
· Security and ecosystem challenges: After leaving Ethereum, Starknet would need to build its own validator system and security mechanisms. Ecosystem migration, user retention, and liquidity acquisition all face uncertainty, with no successful precedent to date.
· Market sentiment dominates: This rise has been accompanied by high trading volume and open interest, reflecting more of an influx of short-term speculative capital than recognition of long-term value. Outlook
If the project team can promptly announce transition progress, technical details, or governance proposals, the momentum may continue; otherwise, in the absence of substantive progress, the current gains have already partially priced in expectations, creating a risk of a pullback. Investors should beware of a decline after sentiment cools and should not chase the rally.#WCTCS9 $STRK ‌
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#每周来晒 #韩股大跌你会抄底吗 South Korean stocks plunge 3.65%: This is not a “pullback,” but the “debt repayment moment for the AI bubble of the first half of the year”—buy the dip? First see whether foreign capital comes back
Today (10/12), the KOSPI closed down 3.65% at 6,384 points, hitting a new low since 8/11; Samsung Electronics fell 4.39%, while SK Hynix fell 4.52%
Is this a “short-term pullback”? No—this is the squeezing out of the valuation bubble from the “world’s strongest AI rally” in the first half of the year (the KOSPI once rose more than 101%), the middle stage of a “medium-term correction
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#每周来晒 #韩股大跌你会抄底吗 Korean stocks plunge 3.65%: This is not a “pullback,” but the “payback moment for the AI bubble in the first half” — bottom-fishing? First see whether foreign capital returns
Today (10/12), the KOSPI plunged 3.65% to close at 6,384 points, hitting a new low since 8/11; Samsung Electronics fell 4.39%, while SK hynix fell 4.52%
Is this a “short-term pullback”? No — this is the squeezing out of the valuation bubble from the “world’s strongest AI rally” in the first half (the KOSPI once rose over 101%), the middle stage of a “medium-term correction,” not an “unjustified sell-off.”
Bottom-fishing?
My answer: mainly wait and see. The reason is simple: the buyers today were retail investors (net purchases of 1.47 trillion won); those fleeing today were foreign investors (net sales of 2.02 trillion won) — historically, this setup has rarely marked a bottom.

I. Why the drop: Three major pressures hit at once
① Cooling AI narrative (the core factor). The direct trigger was the retreat from AI trades sparked by concerns over OpenAI’s revenue — Korean stocks are on the front line of the global AI trade (Samsung and SK hynix = memory/HBM), so when AI cools, they take the first hit. U.S. chip stocks already fell last week (SoftBank down 5%+, Kioxia also fell), and today it was Korea’s turn to catch up.
② Systematic foreign capital outflows (the most dangerous factor). Foreign ownership of Samsung Electronics has fallen to 46.37% — the lowest since 2009 (17 years) — smart money has been steadily exiting; this is not a one-day event (the KOSPI has fallen 22%+ since July).
③ ASML price hikes (a new negative factor). ASML notified Samsung and SK hynix that prices for lithography-machine components supplied to Korea will uniformly rise 10% (starting in 2027) — higher costs will squeeze profit margins, pouring cold water on the “profit story” for semiconductor stocks.

II. Why this is “not a short-term pullback”: Look at the structure
- Q3 fell 22%: +101% in the first half → among the worst globally in Q3 — this is not a “drop too far, then rebound” pattern, but a “valuation reverting to fundamentals” pattern
- Trading volume plunged + retail investors exited: market interest is dispersing, not building
- The won strengthened + Korean bond yields fell: capital is moving toward “safe-haven assets,” not “risk assets”

III. Bottom-fishing or waiting and watching? — My answer is “wait and see”
Why wait and see?
- Retail investors buying what foreign investors are selling = a textbook “catching a falling knife” setup — retail’s 1.47 trillion won was fed by foreign investors’ 2.02 trillion won in selling
- CPI is due on 10/14: the macro picture is still unsettled, and a high-beta market like Korean stocks will amplify volatility
- The AI narrative has not stabilized: until OpenAI concerns are resolved, any “rebound” in semiconductor stocks is jumping the gun

When can we act?
1. Foreign investors turn to net buyers — this is the most important signal: who is buying determines where the bottom is
2. The AI narrative stabilizes: OpenAI/U.S. chip stocks stop falling, and HBM orders recover (watch SK hynix’s earnings guidance)
3. The KOSPI stabilizes on heavy volume in the 6,200–6,300 range — falling no further + buyers stepping in = a left-side entry zone

This wave in Korean stocks is “AI bubble deflation + foreign capital withdrawal,” not a “golden pit” — retail buying, foreign capital exiting, the narrative cooling, and CPI coming up: all four reasons point to “wait a little longer.” For bottom-fishing in Korean stocks, wait until foreign capital returns; until it does, keeping your hands off is a gain.

Would you bottom-fish or wait and see? Let’s discuss in the comments 👇
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#Ledger攻击均指向CryptoBilis Can Authorized Distributors Also Fail? The $86 Million Theft Exposes a Huge Blind Spot in Hardware Wallet Security
Can Authorized Distributors Also Fail? The $86 Million Theft Exposes a Huge Blind Spot in Hardware Wallet Security Many crypto asset holders firmly believe in a basic rule: as long as they buy a hardware wallet from a major brand through an officially authorized distributor, the device is safe and their assets can rest easy. But the recent large-scale theft of assets from Southeast Asian users of Ledger hardware wallets has shattered this assumption. This
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#Ledger攻击均指向CryptoBilis Can Authorized Distributors Also Fail? The $86 Million Theft Exposes a Major Blind Spot in Hardware Wallet Security
Can Authorized Distributors Also Fail? The $86 Million Theft Exposes a Major Blind Spot in Hardware Wallet Security Many crypto asset holders firmly believe in a common rule: as long as they buy a hardware wallet from a major brand through an officially authorized distributor, the device is safe and their assets are secure. But the recent large-scale theft of assets from Southeast Asian users of Ledger hardware wallets has shattered this assumption. This security incident, with estimated losses exceeding $86 million, exposes a harsh reality: even hardware wallets purchased through official authorized channels cannot guarantee with 100% certainty that the devices were not tampered with during transportation and circulation.
On October 9, well-known hardware wallet manufacturer Ledger disclosed that it was investigating an asset theft incident concentrated in Southeast Asia. The Ledger devices held by the victims all came from its authorized distributor CryptoBilis in Indonesia, Malaysia, and the Philippines. Blockchain security researcher Specter initially estimated that the stolen assets could exceed $86 million and include various cryptocurrencies such as Bitcoin and Ethereum, although the amount has not yet been independently verified by a third party. According to Ledger's official purchasing guidelines, users can avoid the risk of buying counterfeit products by prioritizing the brand's direct stores or authorized distributors and running the Genuine Check verification when initializing the device for the first time.
The core logic of authenticity verification is to check whether the secure chip inside the device is an original manufacturer's chip. As commonly understood, passing this check means that the entire device was secure from the factory until it reached the user. CryptoBilis was indeed an officially authorized distributor listed by Ledger. Relying on this official endorsement, users lowered their guard, only to ultimately have their assets stolen.
The Security Blind Spot in Authorized Channels: The Chip Is Fine, but the Device May Already Have Been Tampered With
Here lies a technical limitation unknown to most investors: Genuine Check only verifies the secure chip itself and cannot detect whether additional eavesdropping hardware has been installed inside the device casing. Ledger's official documentation has long stated that global supply chains can hardly completely avoid interception and tampering attacks. Authorized status and chip authenticity verification can rule out counterfeit chips, but cannot guarantee that the device was not dismantled and modified after leaving the factory, during the distributor's warehousing and circulation processes.
On the same day that this incident gained momentum, Mark Karpelès, former CEO of the MtGox exchange, posted a disassembled Ledger Nano X on social media and discovered that a set of spy components had been secretly implanted inside the device. The heat-shrink film on the outer packaging made the device appear intact, and an ordinary person could not detect anything unusual. After the casing was opened, a microcontroller, cellular communications module, antenna, and eSIM module were found in the gap behind the OLED screen where cushioning foam had originally been placed. This hardware could read the content displayed on the screen, capture the characters when users entered their recovery phrases, and remotely transmit them through a cellular network.
Simply put: the secure chip remains intact, and the device can pass the Genuine Check, but the newly added eavesdropping hardware watches the screen and secretly captures the recovery phrase as soon as it is displayed. The private key remains stored in the original secure chip, but once the recovery phrase is stolen, hackers can still take control of the wallet's assets.
Security expert 23pds subsequently conducted a technical analysis, stating that if the additionally installed circuit board could read the screen data stream, it could theoretically record the recovery phrase and transmit it remotely. However, the expert also emphasized that this attack path remains only a theoretical inference at present. The sample requires further in-depth analysis pending Ledger's full official investigation. One point must also be clarified: there is currently no direct evidence proving that this modified prototype is connected to the CryptoBilis theft incident. These are two independent leads, but taken together, they bring the supply-chain risks of hardware wallets to the surface.
A Change in the Distributor's Ownership Concealed a Supply-Chain Time Bomb
What is even more thought-provoking about the incident is the change in control of the distributor. Records show that the distributor involved, CryptoBilis, completed an acquisition in March 2026, after which the original founding team withdrew from the company's operations and management. Co-founder Arravind Prabu said publicly that, due to a confidentiality agreement, the acquisition could not be disclosed publicly until October; since August, all company equity has been held by the new actual controlling party. The ownership change and major management turnover closely coincided with the asset theft on the timeline. The ownership change itself cannot directly prove that the new shareholders participated in tampering with devices or stealing assets. But it reveals a major vulnerability in the supply chain: after a brand authorizes a distributor, the distributor may be acquired and its management replaced, while the brand may not be able to immediately reverify or revoke its authorization. If someone inside the distributor has criminal intent, they can unseal brand-new devices in the warehouse, install eavesdropping components, and reseal the outer packaging. Ordinary users have no way to identify this with the naked eye.
After the incident broke out, Ledger urgently required CryptoBilis to suspend all sales and shipments and issued handling advice to users: devices that have not yet been initialized should not be configured; users who have completed initialization and deposited assets should promptly move those assets to a brand-new Ledger device and use a completely new recovery phrase. CryptoBilis has also voluntarily suspended all hardware wallet sales and closed its physical stores. Ledger stated that all reported loss cases came through this distributor channel; users who purchased devices directly from Ledger's official online store have not yet reported similar thefts, and the brand's own backend systems were not breached.
A Fundamental Rethinking of Hardware Wallets: Who Ultimately Bears the Security Responsibility?
For a long time, many crypto investors have treated hardware wallets as the ultimate safe for asset security. The default assumption has been: major brand + authorized distributor = absolute safety. This incident has completely shattered that illusion.
The security model of hardware wallets rests on two premises: first, that the secure chip has no vulnerabilities; second, that the device has not been physically tampered with throughout its journey from the factory to the user. Manufacturers can control secure-chip technology, but supply-chain circulation and third-party distributor warehousing are weak points that brands find difficult to fully control. Genuine verification, as a protective measure, can only answer “is the chip original?” It cannot answer “has additional eavesdropping hardware been installed inside the casing?” An attacker does not need to break the secure chip; they only need to watch the screen and read the recovery phrase to bypass the chip's protection. This type of physical supply-chain attack is extremely difficult to detect, and ordinary users lack the ability to inspect the device internally.
Of course, we cannot entirely dismiss the value of hardware wallets. Compared with hot wallets and exchange custody, hardware wallets remain a relatively reliable option for storing large amounts of crypto assets.
But this incident has taught everyone: an authorized channel is not a safe, and authenticity verification does not mean complete security.
Practical Protection Strategies for Ordinary Users
1. Prioritize the brand's official direct channels. Purchase directly from the hardware wallet brand's official website or official store, avoid third-party authorized distributors where possible, reduce the number of intermediaries, and lower the probability of tampering during transit.
2. Carefully inspect the packaging immediately upon delivery. Check whether the plastic wrapping or seals show signs of resealing. If the packaging is damaged or shows signs of being heat-sealed again, refuse delivery directly and do not initialize the device.
3. Do not display or enter your recovery phrase in a network-connected environment. Even if the device has not been modified, keep the environment clean when entering the recovery phrase, with no cameras nearby and the screen facing away from any electronic devices.
4. Use multisignature and asset diversification strategies for large holdings, and do not place all assets in a single hardware wallet.
5. If you suspect that a device is abnormal, do not transfer any assets into the wallet. Replace the device immediately and replace the entire set of recovery phrases.
Crypto asset security is a complete long chain: chip firmware, manufacturing facilities, warehousing and logistics, distributor management, and user habits—if any link fails, assets could be wiped out. The biggest warning from this $86 million theft is that security verification can only protect against known technical vulnerabilities, but has difficulty resisting deliberate physical tampering within the supply chain. A hardware wallet is not an absolutely safe “get-out-of-jail-free card.” For people holding crypto assets, while trusting brands and authorized channels, they must always maintain vigilance regarding supply-chain risks.
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