「韩模之光」Solar Pro4智能指数冲到42分，但还是打不过DeepSeek V4Flash
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Gu Yuxian, a Tsinghua University Special Scholar, joined DeepSeek, where he previously led the development of large-scale model distillation and a 50x speedup for long text processing.
According to Beating's monitoring, Gu Yuxian, a PhD graduate from the Department of Computer Science at Tsinghua University and recipient of the 2025 Graduate Special Scholarship, has officially joined DeepSeek, and his name has appeared in the author list of the DeepSeek V4 paper. Gu Yuxian's research mainly focuses on efficiency optimization of large models in the pre-training, model compression, and inference stages, and has been cited nearly 5,000 times on Google Scholar. Gu Yuxian's previous representative works include the knowledge distillation method MiniLLM for large models (which has been adopted by platforms such as Google, Alibaba, and NVIDIA), and the hybrid architecture model Jet-Nemotron. Jet-Nemotron achieves a 53.6 times faster throughput than traditional full-attention models when processing 256K ultra-long contexts on an H100 GPU, and surpasses hybrid expert models with larger parameter scales in multiple benchmark tests.
SemiAnalysis' latest report: Meta computing power procurement will accelerate, and capital expenditure may increase significantly next year.
According to Mars Finance, a recent report by semiconductor research firm SemiAnalysis emphasizes that computing power demand is far from peaking. The report points out that Meta's computing power construction will continue, predicting its capital expenditure next year will be astonishingly high, and the market need not worry about it cannibalizing the market share of new cloud competitors. SemiAnalysis analysis indicates that Meta's data center and computing procurement will accelerate, not slow down, and that Meta will become a significant source of revenue growth for new cloud companies such as CoreWeave and Nebius. (Cailian Press)
Tang Wenkan, Director of the Shanghai Municipal Commission of Economy and Information Technology: The Pudong Zhangjiang sub-venue of this year's World Artificial Intelligence Conference focuses on showcasing AI chips and core products.
According to Mars Finance, at 10:00 AM today, the Shanghai Municipal Government held a press conference. Tang Wenkan, Director of the Shanghai Municipal Commission of Economy and Informatization, stated that the World Artificial Intelligence Conference has been successfully held for eight consecutive years, with over 8,000 top AI experts and industry leaders participating and more than 3,000 leading domestic and international companies exhibiting, leading the global AI trend. This year's conference will be held across the city, concentrated in four pavilions across three locations: Pudong Expo Center, Zhangjiang, and Xuhui West Bund. The Pudong Expo Center will primarily host the main forum and over 100 industry forums; the Expo Exhibition Center will mainly handle exhibitions; the Xuhui West Bund sub-venue will focus on smart terminals and "AI + entertainment" experiences; and the Pudong Zhangjiang sub-venue will focus on showcasing AI chips and cutting-edge products. (Cailian Press)
During his research visit to Guangzhou on the development of the artificial intelligence industry, Meng Fanli emphasized: Accelerate high-level applications across all regions, all times, and all industries to fully promote the high-quality development of the artificial intelligence industry.
According to Mars Finance, Meng Fanli, Deputy Secretary of the Guangdong Provincial Party Committee and Governor of Guangdong Province, visited several artificial intelligence (AI) companies in Guangzhou. He emphasized the need to thoroughly study and implement the spirit of General Secretary Xi Jinping's important speeches and instructions on Guangdong and Guangzhou, and to earnestly implement the deployments of the Guangdong Symposium on Accelerating the Development of the New Mechatronics Industry and the Guangdong AI Application Matching Conference. He stressed the importance of using more powerful and effective "policies + work" to fully promote the high-quality development of the AI industry and its high-level application across all regions, industries, and sectors, thereby accelerating the cultivation and development of new productive forces. Meng Fanli pointed out that global AI is currently experiencing explosive growth, and Guangdong possesses a strong industrial foundation, rich application scenarios, and a vibrant innovation ecosystem, making its AI industry development promising and highly valuable. He stressed the need to firmly grasp AI as a crucial driving force for the new round of technological revolution and industrial transformation, vigorously promote its rapid development and application, better empower various industries, bring it into every household, and drive high-quality development. We must fully leverage the advantages of mechatronics and hardware-software synergy, strengthen research and development of key core technologies and the transformation of research results in artificial intelligence, continuously attract investment and talent from across the country and globally, accelerate the strengthening of the entire artificial intelligence industry chain including chips, computing power, algorithms, data, and applications, cultivate a number of large-scale models in vertical fields and small-scale models for specific scenarios, develop and launch more industrial intelligent agents and life intelligent agents, and create a group of leading enterprises with outstanding technical strength, industry influence, and independent ecosystem construction capabilities. We must deepen and expand "AI+", adhering to full coverage, all-time response, and full industry penetration, comprehensively reviewing and fully developing all possible application scenarios in various fields such as intelligent manufacturing, smart parks, smart cities, smart healthcare, and smart transportation, especially accelerating the digital transformation of industrial enterprises, promoting the coordinated development of manufacturing and service industries, and better empowering the construction of a modern industrial system. We must create a first-class industrial ecosystem, comprehensively optimize policy supply, strengthen the guarantee of various factors such as finance, innovation, and talent, improve the artificial intelligence governance system, and promote the integration of large, medium, and small enterprises, upstream and downstream matching, and front-end and back-end closed loops in artificial intelligence development, creating a first-class environment and providing optimal services for high-quality industrial development. (Southern Plus)
Analysis: The market lacks new liquidity, and approximately 40% of Altcoin are trading near historical lows.
ChainCatcher reports that CryptoQuant analyst Darkfost stated that approximately 40% of Altcoin are currently near their all-time lows. Indicators show that these tokens have fallen to within 25% of their all-time lows, reflecting the extreme weakness of the Altcoin market. Darkfost noted that this percentage rose to 45% when Bitcoin fell below $60,000 in late June. Latest data shows this percentage is approximately 39.9%. He also pointed out that the current market environment has changed significantly. CMC statistics show that there are approximately 53.5 million existing cryptocurrencies, with about 60,000 new tokens appearing daily. Without strong incremental liquidity, most cryptocurrencies face the risk of failure.
Analysis: To reduce costs, overseas developers are turning to Chinese AI models such as DeepSeek.
According to Odaily Odaily, as the cost of using AI continues to rise, more and more overseas startups and developers are adopting Chinese AI models such as DeepSeek, Alibaba, and Moonshot AI to reduce inference costs. Data shows that DeepSeek's share of AI traffic on the cloud platform Vercel has increased from less than 1% in May of this year to 17%. OpenRouter, an AI model aggregation platform, stated that DeepSeek's usage doubled in the first half of 2026, becoming the platform's most popular model. It also pointed out that the token usage share of Chinese open-source models, including those from Xiaomi, MiniMax, and Tencent, continues to rise, while the share of Google and OpenAI has declined. (Bloomberg)