## 🔍 Key Insights **DeepSeek V4**, a trillion-parameter model, will achieve full native compatibility with **Huawei's Ascend chips**, accelerating China's transition toward self-reliant AI computing infrastructure [5]. Concurrently, the open-source **Hermes agent**, distinguished by its 'automatic skill evolution' capability, is gaining rapid traction and challenging OpenClaw's dominance in the open-source agent ecosystem [8]. At the organizational level, AI is driving a fundamental restructuring of mid-level functions—the concept of **'tack engineering'** illustrates how AI agent systems are replacing the traditional information-transmission layer [2]. ## 🚀 Major Updates - **DeepSeek launches its first external funding round; V4 model locked to Huawei Ascend chips** [5]: To reduce reliance on NVIDIA, DeepSeek's trillion-parameter large language model will be natively optimized for the Ascend ecosystem—bolstering autonomy in China's AI infrastructure stack. - **Hermes open-source agent surges into mainstream adoption within two months, achieving autonomous skill evolution** [8]: Leveraging active memory management and encapsulated low-level rules, it has made the critical leap from manual configuration to self-adaptive growth. - **Wenge Intelligence (Zhongke Wenge) aims to become 'China's first national-team AI IPO'; repeat customer purchase rate reaches 139%** [4]: A decision-intelligence company spun out of the Chinese Academy of Sciences, it demonstrates strong B2B stickiness and validates the commercial viability of enterprise-grade AI. - **DP Technology (Shen Shi Tech) unveils the Bohr·Quantum Leap Lab, closing the final gap in the dry-to-wet experimental loop** [7]: Integrating experimental AI agents, AI-ready data curation, and device-access agents, it redefines automation in scientific research. - **'Frequent intelligence degradation' emerges as a new user pain point in AI products—driven by cost-shifting to end users** [6]: Opaque model behavior combined with platform-level strategic black boxes continues to erode user experience stability. - **Solo-creator efficiency revolution: Five production-ready AI agent skill kits now available** [9]: Covering stylized writing, infographics generation, PPT creation, and more—dramatically lowering tooling barriers for independent creators. - **SaaS industry revives offline event marketing—ROI now exceeds purely digital channels** [10]: Amid AI-generated content saturation, authentic, real-world interactions have become essential for rebuilding trust and enabling precise customer acquisition. - **AI drives organizational 'polarization': The role of 'middle managers' is being replaced by tack engineering** [2]: AI systems now handle information routing and process coordination—shifting individual value toward judgment, AI fluency, and real-world connection. ## 🔗 Sources [1] Morning Brief | Two OpenAI Heavyweights Depart / Q1 iPhone Shipments Surge 20% / Lei Jun Responds to Xiaomi's Entry-Level EV Plans — https://www.bestblogs.dev/article/a8786606 [2] Middle Management May Be Disappearing — https://www.bestblogs.dev/article/c5a6828b [3] Evolution Island Weekly | From Electricity to Intelligence: Deconstructing How AI Reshapes Business Efficiency — https://www.bestblogs.dev/article/60c3d187 [4] Repeat Customer Purchase Rate Hits 139%: Three Scientists Launch 'China's First National-Team AI IPO' — https://www.bestblogs.dev/article/018649b0 [5] DeepSeek Seeks First External Funding Round; V4 Model to Run on Huawei Ascend Chips — https://www.bestblogs.dev/article/cdea1490 [6] AI Products That Keep 'Dumbing Down' Are Today's Most Absurd Blind Boxes — https://www.bestblogs.dev/article/cf105f2f [7] Bohr·Quantum Leap Lab: Closing the Final Gap in the Dry-to-Wet Loop — https://www.bestblogs.dev/article/987c1745 [8] What Enables Hermes to Succeed OpenClaw in Just Two Months? — https://www.bestblogs.dev/article/