## 🔍 Key Insights **Anthropic** plans to launch its **IPO** before Thanksgiving, aiming to raise **$80–100 billion** at a valuation of **$1.25–1.75 trillion**, marking a landmark event in AI industry capitalization [18]. Meanwhile, **New York State Assemblymember Alex Bores** is calling on the U.S. Congress to legislate a ban on **recursive self-improvement (RSI)**, further highlighting the tension between AI safety governance and commercial expansion [1]. On the technical side, **Google** has donated agent runtime infrastructure to the **CNCF**, and **Cerebras** demonstrated **Kimi K3.1** inference speeds exceeding 2,000 tokens/s, with the agent ecosystem and inference efficiency accelerating in tandem [6][9]. ## 🚀 Top Stories - **Anthropic plans IPO before Thanksgiving** [18]: Raising $80–100 billion at a valuation of $1.25–1.75 trillion, below the most optimistic expectations. - **New York State Assemblymember calls for legislation banning RSI** [1]: Alex Bores says companies are racing toward recursive self-improvement, and errors will be amplified with each generation. - **Google donates agent infrastructure to CNCF** [6]: Donating three runtime tools: Agent Substrate, gVisor, and OpenRL. - **Cerebras demonstrates Kimi K3.1 high-speed inference** [9]: Achieving 2,000+ tokens per second on its wafer-scale engine. - **BYD Seal 07 launches** [0]: Starting at 139,900 yuan, first to feature YunNian-M magnetorheological suspension, offering both plug-in hybrid and pure electric powertrains. - **Karpathy builds video site with Claude Code** [20]: Generated TristanTube in one shot in 3 minutes, featuring 47,000 videos. - **Google paper: AI teammates that push back improve learning outcomes** [7]: AI teammates powered by Gemini 3.1 Pro helped students score higher on business plans. - **Oxford paper: Frontier LLM agents struggle with zero-shot collaboration** [13]: Agents based on GPT-5.2 and Gemini 3 Pro showed limited performance in cooperative games. ## 🔗 Sources [0] A 5-meter sedan for 130K! BYD Seal 07 launches, first to feature YunNian-M magnetorheological suspension — https://www.bestblogs.dev/article/b5948a713e?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item [1] New York State Assemblymember Alex Bores calls on U.S. Congress to legislate a ban on recursive self-improvement (RSI) this year — https://aihot.news/items/tszkq1ixttm9jnuokwv5g1riu [6] Google Donates AI Agent Infrastructure Projects to CNCF — https://www.bestblogs.dev/status/2119178031000633359?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item [7] Google paper: AI teammates that push back help students score higher on business plans — https://aihot.news/items/ceryb3wiqy13ib42zzzg5bpjs [9] Cerebras demonstrates Kimi K3.1 high-speed inference — https://aihot.news/items/qyfddwf1qgyh90x6ywyrmaba6 [13] Oxford paper finds frontier LLM agents struggle with zero-shot collaboration with unfamiliar partners — https://aihot.news/items/tt7nzegl4jsry8p8hf64j4