## 🔍 Key Insights AI toolchains are evolving from isolated, point-in-time assistants toward **long-running, thread-based systems**. The OpenAI Codex team has proposed eight strategic principles to fundamentally reshape human-AI collaboration [3]. Meanwhile, investor enthusiasm for AI continues to surge—**Anthropic’s valuation has approached ¥90 billion RMB**, highlighting the growing tension between technological readiness and capital market expectations [1]. ## 🚀 Key Updates - **Codex quota reset sparks community buzz; developers joke, “Just lost billions again”** [1]: The official announcement underscores real-world resource constraints in today’s AI developer tools. - **Anthropic secures new funding at a ¥90 billion RMB valuation—among the highest ever for an AI startup globally** [2]: Combined with SpaceX’s anticipated mega-IPO, AI has firmly become the new epicenter of tech capital. - **OpenAI engineers unveil advanced Codex usage for the first time: long-running threads, voice input, mid-task correction, and seamless integration with external toolchains** [3]: A clear signal that coding assistants are maturing into **autonomous workflow systems**. - **Railway’s founder breaks down how a 35-person team serves 3 million users** [4]: Achieved through minimalist architecture, fully automated operations, and agent-native design—delivering exceptional efficiency at scale. - **Quant giant Jane Street reveals average compensation of ¥18.25 million per employee—and maintains a CEO-less partnership model alongside in-house foundational AI model development** [5]: Illustrates how elite technical organizations differentiate themselves across talent strategy, governance, and AI infrastructure. - **Tacit knowledge is now defined as humanity’s irreplaceable superpower** [6]: Encompassing intuition, aesthetic judgment, and context-aware decision-making—its *generation speed* is emerging as the new frontier in human-AI collaboration. ## 🔗 Sources [1] Codex Quota Reset Sparks Jokes About “Losing Billions” — https://www.bestblogs.dev/status/2058301264992067603?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item [2] #550. AI Capital Frenzy: Anthropic’s ¥90B Valuation, SpaceX’s Mega-IPO, and the Life-or-Death Pivot for Legacy SaaS — https://www.bestblogs.dev/podcast/549bbcd?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item [3] OpenAI Engineers Reveal Advanced Codex Usage—for the First Time — https://www.bestblogs.dev/article/dc6d1c6e?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item [4] Railway’s Founder: How 35 People Serve 3 Million Users | Latent Space — https://www.bestblogs.dev/article/a2350044?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item [5] Average Salary: ¥18.25 Million. No CEO. — https://www.bestblogs.dev/article/0622670e?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item [6] This Is the One Human Capability That Will *Never* Be Replaced — https://www.bestblogs.dev/article/f1279922?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item