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Minara AI launched the next-generation universal financial intelligence agent Minara Harness: supporting 24/7 round-the-clock investment research and automated trading across all asset classes

Minara officially released the next-generation universal financial intelligence tool Minara Harness, which is now available for download by users worldwide. Minara Harness covers multiple asset markets, allowing for investment research 24/7 and operating automated trading within the scope authorized by users. Users can query financial markets using natural language, generate research reports, develop quantitative strategies, and handle daily tasks such as programming, web searching, and document processing. The platform supports users in selecting their own underlying large models.On the investment research side, Minara Harness can simultaneously call multiple professional AI Agents to analyze the same investment opportunity from perspectives such as fundamentals, valuation, market trends, and potential risks. Users can view the information sources and different judgments of each Agent and decide whether to execute trades based on the research results. Minara Harness also supports writing trading strategies in natural language, automatically generating code, and completing backtesting. Users can also subscribe to other traders' strategies, view strategy codes, historical performance, and real-time operating metrics. Minara also offers an optional decision review mechanism, which can verify past judgments against subsequent market results and assess which experiences can be applied to future research. At the same time, Minara announced the benchmark test results of Harness, which outperformed OpenClaw, Hermes, and Claude Code in multiple tests and demonstrated leading performance in tasks such as financial reporting, web research, and spreadsheets.

first_img Bitwise launches an automated portfolio based on Coinbase tokenized stocks

Digital asset management company Bitwise announced the launch of a Tokenized Stock Automated Portfolio (ATP), allowing eligible investors to hold and automatically rebalance a basket of U.S. stocks directly in their crypto wallets. These products utilize tokenized U.S. stocks recently launched by Coinbase, with rebalancing executed by portfolio technology provider Glider based on a model designed by Bitwise, currently available only to qualified investors outside the U.S.The first portfolios cover configurations focused on AI, robotics, and an expanded version of the "Big Seven" U.S. stocks, which includes weighted allocations to Apple, Microsoft, Nvidia, Alphabet, Amazon, Meta, and Tesla, along with SpaceX. Bitwise Chief Investment Officer Matt Hougan stated that for over a century, accessing professional models meant handing assets over to funds, whereas ATP allows investors to keep their assets in their own wallets while the model actively seeks them out.The announcement came a day after Coinbase launched tokenized stocks for Apple, Nvidia, Meta, and Alphabet on the Base network. Bitwise is an asset management company managing approximately $9 billion in assets and has recently ventured into on-chain asset management businesses such as DeFi treasury curation. Glider is a specialized firm in automated portfolios and earlier this year collaborated with Ondo Finance to provide personalized portfolios using its tokenized stock products.

first_img Tomasz Tunguz: AI infrastructure exhibits a long tail effect, with bottlenecks gradually transmitting and driving up costs

Venture capitalist Tomasz Tunguz pointed out that the narrative of AI infrastructure resembles a slow relay race, with bottlenecks sequentially transmitting from GPUs to memory, CPUs, and storage, each link freezing the supply chain of the next for years and locking in higher baseline costs. At the beginning of 2023, the GPU shock caused H100 rental prices to exceed $9 per hour, and server shipments fell by 22%; subsequently, manufacturers shifted capacity to HBM, leading to an 80% quarterly increase in enterprise SSD prices and over a 60% rise in DRAM.By the end of 2025, the workload of intelligent agents will push the CPU to GPU ratio to about 1:1, with the average price of server CPUs rising by 27% year-on-year; in 2026, nearline HDD annual capacity will be sold out. The construction cost of data centers has risen to about $20 billion per gigawatt, with orders for long-cycle equipment such as transformers and turbines scheduled as far out as 2029 to 2031.Tunguz referred to this as the long whip effect in the hardware sector: years of manufacturing delays amplify downstream demand shocks upstream, and when pressure is relieved at a certain bottleneck, it will be delayed in transmitting to the next link, with transformers scheduled for delivery in 2027 to 2028, NAND wafer fabs, and turbine production lines potentially facing the risk of overcapacity.

Coldcard has suspended the automatic deletion of customer data due to a security incident and will retain relevant records in accordance with the law

The cryptocurrency hardware wallet manufacturer Coldcard has released an update on its customer data retention policy. Due to legal compliance requirements arising from the security incident disclosed on July 30, the company has temporarily suspended its original automatic customer data deletion mechanism.Previously, Coldcard's standard practice was to automatically clear customer records after 120 days, retaining only the user's email address and country information, while allowing customers to request early deletion of data at any time after product delivery. Coldcard stated that due to the security incident involving ongoing and potential legal proceedings, the company is obligated to retain records that may be relevant to litigation. Therefore, customer data that was originally scheduled for deletion will be temporarily retained until the law permits the resumption of normal processes.However, users can still request Coldcard to handle their personal information according to the original data retention policy. If users wish for their data not to be included in this legal retention scope, they can contact official customer service to make a request. Coldcard emphasizes that the retained data will be strictly protected, accessible only to authorized personnel, and will not be used for any purposes other than fulfilling legal obligations. The company will restore the previous automatic data deletion mechanism once legally permissible.
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