## 🔍 Key Insights The State Council’s Standing Committee officially designated artificial intelligence as a national strategic priority, directing efforts toward building **intelligent computing clusters**, advancing **core technology R&D**, and establishing a comprehensive **AI safety and governance framework**. Meanwhile, **DeepSeek’s DSpark**—a speculative decoding technique—delivers up to **85% inference acceleration** [5], and **China Mobile’s newly established Token Office** signals a major industry shift: from “traffic-based operations” to “token-based operations” [2]. ## 🚀 Key Developments - **State Council outlines five AI development priorities** [1]: Targeting breakthroughs in core technologies, intelligent computing infrastructure, high-quality data supply, safety governance, and industrial integration - **DeepSeek launches DSpark speculative decoding system** [5]: Combines semi-autoregressive draft generation with confidence-aware verification—achieving up to 85% inference speedup on DeepSeek-V4 - **China Mobile establishes Token Office** [2]: Enables end-to-end token lifecycle management, directly addressing cost control and pricing sovereignty challenges in the AI-driven token economy - **CAICT open-sources AISHPerf** [4]: The first benchmark for AI infrastructure运维 (operations) agents—built on real GPU cluster failure data, offering reproducible evaluation of AI ops capabilities - **ModelScope identifies the “user-as-developer” inflection point for AI glasses** [3]: Low-code tools like VibeCoding empower hundreds of millions of users to build custom applications—catalyzing hardware-level transformation - **Huang Qifan proposes a “Five-Loop, 20-Role” talent framework for the AI era** [7]: Covers the full chain—from R&D → engineering → industrialization → application → governance—with productive services positioned as the engine of high-quality development - **Variable Robotics secures four rounds of funding within two months, reaching >¥20 billion valuation** [15]: Backed by internet giants, state-owned funds, and top-tier VCs—the “brain-first” embodied AI approach gains strong capital validation - **OpenAI Codex lead redefines product excellence in the AI era** [17]: Argues that “taste”—not execution—is now the scarcest capability; calls the notion of “eliminating PMs” toxic nonsense; emphasizes that model intelligence ceiling ultimately determines product success ## 🔗 Sources [1] State Council’s latest AI deployment — https://www.bestblogs.dev/article/f4fd3c29?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item [2] Exclusive: China Mobile has indeed launched its Token Office — https://www.bestblogs.dev/article/2695e108?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item [3] Empowering hundreds of millions of users to “build apps”—ModelScope’s five insights on the AI glasses ecosystem — https://www.bestblogs.dev/article/be3ca326?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item [4] Benchmarking AI infra ops agents using real GPU cluster failures—the first open-source AISHPerf — https://www.bestblogs.dev/article/52dde60a?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item [5] Liang Wenfeng-authored DeepSeek DSpark paper—bilingual version released — https://www.bestblogs.dev/article/fcf144b7?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item [7] Huang Qifan’s latest speech: “20 talent roles across 5 loops” needed for the AI era — https://www.bestblogs.dev/article/b0d19709?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item [15] Four funding rounds in two months, backed by star investors—Variable Robotics