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Onchain Lens reported that a Japanese Bitcoin whale has withdrawn 65 BTC, worth approximately 5.2 million dollars, marking the first significant activity for this address in nearly two years.In the past 20 days, this whale has withdrawn a total of 136.894 BTC from the Japanese cryptocurrency exchanges Coincheck and bitFlyer, valued at around 11.24 million dollars. The related address is bc1qhscz899tza7e3cmfx8dqfaarx0693uet07588znqw4yatjxdkc9sdt3mhj.

The semiconductor research organization SemiAnalysis has released the actual test results of Huawei's Ascend 950PR. The organization selected 1,055 sets of commonly used matrix calculations for large models. Huawei's own underlying program has allowed the 950PR to achieve 86% of its theoretical computing power, higher than NVIDIA's H100 at 75.5%; however, the actual computation speed is still only 43% of the H100, and only 21% compared to the relatively newer B300. This set of results has not yet utilized the newly ported operators from DeepSeek.DeepSeek is working on reducing data movement and waiting from the software side. In attention computation, after adjusting storage with FlashMLA, the two sets of data that originally needed to be read separately can now be retrieved at once; TileLang allows the chip to compute while preloading the next batch of data. SemiAnalysis measured that automatic scheduling has reduced the time for some small computing tasks by up to about 40%. DeepSeek has also ported DeepEP, which is responsible for MoE expert communication, but communication and computation will still compete for memory bandwidth, and Huawei plans to continue improving the firmware.Last year, DeepSeek attempted to train R2 using Huawei's Ascend chips, but even with Huawei engineers on-site for assistance, it could not be completed due to issues related to chip stability, inter-card communication, and software support. This year, both parties continue to collaborate, and by the end of September, DeepSeek focused on publicly releasing six sets of Ascend adaptation code. In October, it was reported that Huawei is adjusting the next generation of chip designs according to DeepSeek's model requirements. The 950PR tested this time is mainly aimed at inference input processing, while DeepSeek is preparing to use the 950DT for large-scale pre-training as early as the end of the year. Previously, both parties had conducted tests at the thousand-card level, but to enable tens of thousands of chips to complete a round of large model training continuously, more complex coordination and stability issues still need to be resolved.

According to Gate data, the "Seven Sisters" sector in the U.S. stock market is generally down before the market opens, with mixed performance in the storage sector.NVIDIA is down 0.53%, Apple is down 0.27%, Microsoft is down 0.59%, Google is up 0.16%, Amazon is down 0.10%, Meta is down 0.36%, and Tesla is down 0.21%.Micron is up 0.55%, SanDisk is up 0.65%, SK Hynix is up 1.67%, Western Digital is down 0.58%, and Seagate Technology is down 0.34%.

According to the market information platform Liquid247.xyz, Coinbase's spot BTC has approximately 104.93 sell orders at the $82,000 level, with a nominal value of about $8.604 million, which is about 2.49% above the mid-price of approximately $80,009 at that time.The total near-end sell orders amount to approximately $32.9693 million, while the buy orders are about $21.0808 million, resulting in a net sell order surplus of approximately $11.8885 million, accounting for 22.00% of the total depth.

According to Catcher Predict monitoring, the probability of the "Yes" option in the sub-market "CJ McCollum: Rebounds O/U 2.5" for the "Hawks vs. Rockets" event on the Polymarket has experienced significant fluctuations, soaring from 25.5% an hour ago to the current 44.5% (a fluctuation of 19%). Please note the impact of relevant breaking news.

According to Catcher Predict monitoring on-chain data, there is a prediction of significant capital movement in the market Polymarket. A large whale invested $75,270.94 in the event "2026 Golden Globe Award Winner" for "Harry Kane." Based on the current transaction price, the latest corresponding winning probability for this target is 73.99%.

According to Bloomberg, cryptocurrency, venture capital, and prediction market companies associated with Trump and his family are ramping up efforts to hire lawyers and lobbyists in preparation for a potential congressional investigation.Democratic lawmakers have requested information from World Liberty Financial and 1789 Capital, focusing on whether the related companies have received government contracts, policy favors, and whether there are any conflicts of interest.Bloomberg reports that even if Democrats gain a majority in Congress in the midterm elections, the investigation may face obstacles, including difficulties in compelling foreign individuals to provide testimony or documents, as well as whether federal agencies like the Department of Justice will take further action. The related companies and the Trump family insist that their business activities comply with legal regulations.

The Ethereum Layer 2 network Blast has reached the withdrawal interface deadline, but approximately 40 million dollars worth of assets are still stranded in the cross-chain bridge.The official contract-level exit guide has been released, but withdrawals still require proof submission and a one-day wait; for USDB holders, a separate DAI claim is also necessary.

Consensys and digital signature solution provider eMudhra team jointly issued a security warning, pointing out that Ethereum operators face risks when using the eMudhra signing solution. The team discovered vulnerabilities in some Java trust stores, and certain configurations could lead to exposure risks.According to the disclosure, the default settings are unaffected, but some Web3Signer deployments require immediate changes to access controls. Web3Signer is an open-source remote signing tool developed by Consensys, commonly used for key management in networks such as Ethereum.

According to BBX data, last weekend, publicly listed companies and brokerages worldwide disclosed the latest developments in digital asset treasury allocation and trading channel services, with the core information as follows:The Smarter Web Company increased its holdings by 20 bitcoins: The London-listed technology company The Smarter Web Company officially announced that it recently made another asset allocation, increasing its holdings by 20 bitcoins. After this purchase, the company's total bitcoin holdings on its balance sheet have steadily risen to 2,850 BTC.Marinade released Q3 financial report, SOL staking volume increased significantly by 21.2%: The well-known Solana staking ecosystem project Marinade released its third-quarter financial report. The data shows that its SOL staking volume achieved significant growth, increasing by 21.2% to 7.94 million SOL. The company generated approximately $1 million in revenue for the quarter, demonstrating a robust cash flow in the on-chain staking ecosystem.Futu Securities (Hong Kong) launched BNB deposit and withdrawal services for qualified professional investors: Futu Holdings' Futu Securities International (Hong Kong) Limited officially announced the full launch of BNB deposit and withdrawal services for qualified professional investors (PI) in Hong Kong. Qualified investors can now use the BNB Smart Chain (BEP20) network to deposit funds from self-custody wallets to Futu crypto accounts or withdraw to verified whitelist addresses. Previously, Futu's wholly-owned licensed virtual asset trading platform in Hong Kong, PantherTrade, had already launched BNB trading pairs.

According to the market intelligence platform Liquid247.xyz, Coinbase's spot BTC has approximately 104.09 sell orders at the $82,000 level, amounting to about $8.5354 million, which is an increase of about 3.05% from the mid-price of approximately $79,574 at that time. The total sell orders at the near end amount to about $32.5195 million, while the buy orders are approximately $18.3105 million.The net sell orders at this venue exceed by about $14.2091 million, accounting for 27.95% of the total depth. The selling pressure near $82,000 is the most prominent resistance at the near end.

According to Catcher Predict monitoring, in the market prediction event "Chiefs vs. Seahawks" on Polymarket, the "Chiefs" option in the sub-market "3Q Spread -4.5" experienced a sharp fluctuation in winning probability, dropping from 49.5% an hour ago to the current 16.5% (a fluctuation of 33%). Please note the impact of related breaking news.

According to the market information platform Liquid247.xyz, Coinbase's spot ETH has approximately 4,200.01 sell orders at a price of $2,372.00, amounting to about $9,962,400, which is about 1.96% above the mid-price of approximately $2,326.30 at that time.The total near-term sell orders amount to approximately $20,033,000, with buy orders around $12,067,500, resulting in a net sell order surplus of about $7,965,500, accounting for 24.81% of the total depth.

According to the market intelligence platform Liquid247.xyz, Coinbase's spot BTC has about 105.91 sell orders at the $82,000 level, nominally about $8.68 million, which is an increase of about 1.55% from the mid-price of approximately $80,749 at that time. The total sell orders near the front end amount to about $33.78 million, while the buy orders are about $22.44 million.The net sell orders on Coinbase's spot market exceed the buy orders by approximately $11.34 million, accounting for 20.17% of the total depth. The sell orders near $82,000 are the most prominent resistance at the front end.

According to Yu Jin monitoring, last night at 11 PM, ETH fell to a low of 2282 USD, and a certain large ETH long position whale/institution was only 30 USD away from being liquidated.Therefore, it urgently supplemented 9.21 million USDC as margin in the early morning, lowering the ETH long position liquidation price from 2256 USD to the current 2181 USD, temporarily avoiding danger.Now it holds long positions in BTC and ETH worth up to 396.5 million USD, including: 115,473 ETH (approximately 272.1 million USD), with the recent liquidation price of 2181 USD; 1,539.5 BTC (approximately 124.4 million USD), with the recent liquidation price of 70,396 USD.

According to Catcher Predict monitoring, the predicted market on Polymarket for the event "UFC 333: Grant Dawson vs Nurullo Aliev (Lightweight, Preliminary)" has seen significant fluctuations in the sub-market "Match Goes the Distance," with the "Yes" option's winning probability plummeting from 99.85% an hour ago to the current 50.55% (a fluctuation of 49.3%). Please note the impact of related breaking news.

According to Unchained, the Ethereum liquid staking protocol Swell has suspended the deposit and withdrawal services for swETH and rswETH, which will be resumed after correcting the net asset value (NAV) and exchange rate of the two tokens.Currently, the project team has not announced a specific recovery time and stated that user funds are safe.

According to the market intelligence platform Liquid247.xyz, Binance's perpetual BTC has about 105.41 buy orders placed at the $81,000 level, with a nominal value of approximately $8.54 million, retracting about 0.01% from the mid-price of around $81,005 at that time.The total near-end market buy orders amount to approximately $53.77 million, while sell orders are about $43.59 million, resulting in a net buy of approximately $10.19 million, accounting for 10.46% of the total depth.