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Flash

Researchers claim that purchasing 6TB of relay station data can breach 19 companies including Huawei and Xiaomi

Security researcher Shou Chaofan stated that he just purchased about 6TB of Fable model invocation data from a leading Chinese model relay station, which included sensitive credentials such as SSH keys, VPN configurations, Alibaba Cloud keys, and GitLab tokens. He claimed that the keys in this batch of data were sufficient for him to access the servers or internal systems of 19 leading Chinese companies, as well as 7 Chinese and CIS government-related agencies, including Huawei, Xiaomi, NIO, and MiniMax.The model relay station is positioned between users and models like Claude, so requests and responses pass through it first, allowing it to see the complete plaintext. Once developers insert SSH Keys, API Keys, VPN configurations, etc., into the Agent context, if the relay station saves or even sells these records, the company's system keys will also leak out. This is not the first time Shou Chaofan has warned about the risks of relay stations. A paper he participated in tested 428 LLM relay stations in April and found that 9 actively injected malicious code, 17 actually used AWS test keys deliberately placed by researchers to call AWS, and 1 directly transferred ETH from the test wallet.Shou Chaofan is a co-founder of the blockchain security company Fuzzland and has long been engaged in vulnerability and supply chain security research. At the end of March, he also first discovered that the source map in the Claude Code 2.1.88 release package accidentally exposed about 500,000 lines of TypeScript source code.

Gate Launchpool's three major activities are running simultaneously, and the MarsCat (MCAT) prize pool exceeds one million dollars

According to official news, the Gate Launchpool Phase 375 MarsCat (MCAT) event is currently underway and will last until September 24 at 20:00 (UTC+8). Users can stake USDT, GT, or MCAT to share 2,000,000 MCAT tokens for free, with the current prize pool exceeding one million dollars. Among them, the total amount of USDT staked has reached 83,708,714.6 USDT, with an estimated annualized return rate of 13.69%; the estimated annualized return rate for the GT staking pool is 174.53%; and the estimated annualized return rate for the MCAT staking pool is 7522.57%.In addition, the Gate Launchpool CP and ALIGN events are simultaneously ongoing, with three major Launchpool activities running in parallel, providing users with diverse staking options. In the Gate Launchpool CP event, the total amount of ETH staked has reached 15,974.39 ETH, with an estimated annualized return rate of 3.15%; the estimated annualized return rate for the BTC staking pool is 1.41%; and the estimated annualized return rate for the CP staking pool is 61.65%. In the Gate Launchpool ALIGN event, the total amount of USDT staked has reached 137,165,777.41 USDT, with an estimated annualized return rate of 4.76%; the estimated annualized return rate for the GT staking pool is 0.96%; and the estimated annualized return rate for the ALIGN staking pool is 116.85%.

first_img Castle Labs: Variational Swaps have execution costs 8 to 12 times lower than mainstream on-chain venues

Castle Labs released a research report on September 10, comparing the execution costs of the swaps products launched by Variational with traditional perpetual contracts. The report shows that for most trading volumes, Variational is currently the lowest-cost venue among listed assets, with the cost of a $1 million trade in the US100 market being only $47.The report points out that the trading volume of RWA perpetual contracts has grown from less than $1 billion in October 2025 to over $12 billion in August 2026, currently accounting for about 12% to 13% of on-chain perpetual contract trading volume, with a peak in July reaching 20%. As of the report's release, the total open interest of RWA perpetual contracts was $4.9 billion, with TradeXYZ and Variational accounting for nearly 90%.Variational's swaps utilize RFQ execution and the proprietary liquidity provider Omni, with liquidity coming directly from traditional financial partners, and the fees being a holding cost charged once at the daily close, rather than relying on market supply and demand funding rates. Since the launch of the US100, US500, XAU, XAG, and USOIL markets at the beginning of the month, a total trading volume of $3.8 billion has been accumulated, with a peak open interest of $245 million. Currently, swaps have contributed over 50% of Variational's daily trading volume and more than $220 million in open interest.

first_img CXMT has launched the equipment bidding for the new factory in Shanghai and is planning to expand production in multiple locations

China's largest DRAM manufacturer Changxin Storage (CXMT) has recently launched a bidding for equipment from partners for its new factory in Shanghai and is advancing capacity expansion in multiple locations. CXMT is currently mass-producing DRAM in Hefei Phase II and Beijing Phase I, with an estimated capacity of about 200,000 wafers per month, which may exceed 300,000 wafers per month by the end of the year.CXMT plans to open the new factory in Shanghai in the fourth quarter of this year, and the related equipment bidding has already started. Semiconductor equipment industry insiders say that the factory is planned to be expanded in two phases, with capacity significantly exceeding 100,000 wafers per month. Subsequently, there are plans to open a new factory in Hefei in the first half of next year and the earliest new factory in Beijing in the second half of next year, with another new factory in Hefei opening in the first half of the year after next.Equipment industry insiders say that CXMT has communicated with multiple parties regarding the timing of building factories in various locations. If all plans are realized, CXMT could add at least 70,000 to 80,000 wafers of capacity per month each year from this year until 2028, with a long-term goal of exceeding 600,000 wafers per month. Samsung Electronics and SK Hynix's DRAM capacities are estimated at about 700,000 wafers and 600,000 wafers per month, respectively.
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