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BTC $65,048.80 +0.14%
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BNB $605.84 +2.28%
XRP $1.04 +1.78%
SOL $76.37 +3.22%
TRX $0.3287 +0.27%
DOGE $0.0712 +1.84%
ADA $0.1999 -0.18%
BCH $217.37 +0.70%
LINK $8.36 +0.72%
HYPE $54.83 -1.52%
AAVE $91.57 +1.86%
SUI $0.6990 +3.91%
XLM $0.1661 +3.45%
ZEC $505.12 -1.65%

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Flash

"1011 Insider Whale" agent: SK Hynix's rebound may be due to short covering, AI storage cycle entering the return verification phase

"1011 Insider Whale" agent Garrett Jin released a weekly analysis stating that he previously suggested gradually positioning in storage chips and buying on dips, but the market did not experience the expected pullback. He has sold half of the previously rebounded positions during the surge, not because the investment logic has changed, but because he noticed the funding structure driving the rise, stating, "This is more like a short squeeze rather than a final confirmation of the market fundamentals." Rapid capital replenishment of short positions can create short-term increases in stocks like SK Hynix, but cannot solely support a sustained trend. The risks of Korean leveraged ETFs have not been fully released, but the decline in asset scale mainly comes from net value shrinkage rather than investor exit. Currently, the cumulative net subscription of related financial products remains at historical highs and has not turned negative.Garrett Jin emphasized that the decline in the scale of Korean leveraged ETFs does not indicate a bearish outlook on storage demand. SK Hynix's 2026 capacity is already sold out, and Micron's orders are covered until 2028, with strong demand expected to continue until the second half of 2027. However, the storage industry is essentially a cyclical industry, and stock prices have already risen by hundreds of percentage points in advance. Cyclical stocks are usually difficult to sustain long-term growth through valuation expansion. The current market is entering a new phase of the AI capital expenditure cycle, shifting from "rewarding investment" to "evaluating investment returns." Regarding Bitcoin, Garrett Jin stated that it continues to meet the bottoming conditions since the low in July and maintains the position view established around $60,000.

Gate Ventures: BTC and ETH continue their recovery trend, on-chain settlement infrastructure attracts capital attention

According to the latest weekly report from Gate Ventures, global risk assets are under pressure due to adjustments in technology stocks, fluctuations in the energy market, and changes in macro expectations, with the cryptocurrency market showing a volatile recovery trend. BTC rose 1.1% over the week, ETH rose 4.4%, pushing the ETH/BTC ratio up by 2.2%, and the total market capitalization of cryptocurrencies increased by 1.03%. In terms of capital flow, the net inflow for spot BTC ETFs was only $33.8 million for the week, the lowest level since their launch; the net inflow for spot ETH ETFs during the same period was $103.9 million, indicating an improvement in market sentiment, with the Fear and Greed Index rising to 30, but still in the "fear" range. Meanwhile, the price of STRC under Strategy remained around $86, trading below par for the ninth consecutive week, with the institutional holding ratio continuing to increase, and the market is paying attention to its subsequent performance.In terms of industry development, stablecoin payments and the construction of blockchain financial infrastructure are continuing to advance. KB Kookmin Bank is collaborating with Kinexys, a subsidiary of JPMorgan, to explore blockchain-based cross-border payment services, further promoting traditional financial institutions' layout in on-chain payment scenarios; Kakao and Circle are exploring the payment infrastructure for a Korean won stablecoin, accelerating the application exploration of stablecoins in retail payments and cross-border settlements. In terms of investment and financing, a total of 8 financing transactions were completed last week, with a disclosed total financing amount of $196.5 million, among which the financing scale in the infrastructure sector was the highest, reaching $193 million, and the stablecoin clearing infrastructure project Augustus completed $180 million in financing. Overall, the market's short-term risk appetite remains cautious, but stablecoin payments, on-chain clearing, and financial infrastructure construction continue to attract capital attention.

Claude discovered vulnerabilities in the encryption algorithm, posing a theoretical threat to post-quantum security

Anthropic announced that the Claude Mythos Preview model has made breakthroughs in cryptographic research, discovering improved attack methods against the post-quantum digital signature candidate HAWK. HAWK is a post-quantum signature candidate solicited by NIST to combat quantum computer attacks, which has already passed two rounds of expert review. However, Claude reduced the effective key strength of HAWK-256 from 2^64 to 2^38 in just 60 hours, significantly lowering the theoretical cost of cracking. HAWK has not yet been deployed in practice, and this attack currently does not affect any production systems.Claude also discovered an improved attack against 7-round AES, achieving a speed increase of 200 to 800 times. During the research process, Claude independently completed literature reviews, mathematical reasoning, and experimental validation with limited guidance from cryptographers. The HAWK attack took about 60 hours and had an API cost of approximately $100,000; the AES attack was completed independently by Claude, which generated about 1 billion tokens before proposing core innovative ideas. Anthropic researchers then spent hundreds of hours validating the results. Anthropic stated that AI models can now help identify significant flaws in cryptographic algorithms, and the cryptography community may face bottlenecks similar to those in the software vulnerability field—AI-generated research results far exceed human verification capabilities. Anthropic has collaborated with academic institutions to launch the CryptanalysisBench benchmark and coordinated disclosures with NIST authors and government partners. The research team has achieved preliminary results on algorithms such as LEA and Serpent-128. Anthropic warns that as AI capabilities improve, actual attacks against deployed systems may be discovered in the future, necessitating the establishment of response mechanisms in advance.
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