## 🔍 Core Insights This week, the AI field witnessed a dual inflection point of **architectural-level breakthroughs** and **embodied intelligence deployment**: **Huawei** released the **Peerium computing architecture**, attempting to reshape the computing foundation through million-scale processor interconnection [0]; **Figure AI**, leveraging the **Helix 2.5** model, enabled robots to enter unfamiliar homes for work with "zero-shot" capability for the first time [8]. Meanwhile, subscription strategy adjustments from **Claude Code** and **ChatGPT Pro**, along with **Infinigence's** alliances in domestic heterogeneous computing power, signal that ecosystem competition is spreading comprehensively from the model layer to the toolchain and infrastructure layers [6][7][11]. ## 🚀 Key Updates - **Huawei releases Peerium computing architecture** [0]: No new chips required; integrates million-scale processors into a virtual computer through nested parallelism and unified memory addressing. - **Figure AI launches Helix 2.5 model** [8]: Robots can complete zero-shot household tasks in 30 unfamiliar homes without teleoperation or prior training. - **NVIDIA Jev achieves real-time level generation** [4]: The model can rapidly and cost-effectively output structured level designs, expected to significantly accelerate game development workflows. - **Claude Code adds AGENTS.md support** [7]: Version v2.1.277 begins supporting this configuration file as an alternative to CLAUDE.md for defining Agent behavior. - **ChatGPT Pro 20x plan reopens** [6]: Only available for users who previously subscribed and then canceled or deactivated within the past 30 days. - **Infinigence and Huahuan Electronics announce strategic partnership** [11]: Combining heterogeneous computing power management with optical communication advantages to explore an end-to-end path of "domestic chips + heterogeneous computing power." - **AI leaders' 10,000-word compilation released** [3]: Summarizes the latest judgments from Sam Altman, Jensen Huang, Fei-Fei Li, and others on the vision of the intelligence era and AI safety risks. - **Damao Technology's Computing-Power Coordination 2.0 platform selected as major achievement** [13]: Through multi-market coordinated optimization, helps computing centers achieve green electricity direct connection for cost reduction and value-added operations. ## 🔗 Sources [0] An Architectural Revolution Without New Chips — https://www.bestblogs.dev/article/f3ba75d841?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item [3] Deconstructing 6 Interviews and 2 Long-Form Articles from Global AI Leaders Over the Past Month — https://www.bestblogs.dev/article/7e6223a7dc?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item [4] Jev Generates Game Levels in Real Time, Reducing Game Development Costs — https://www.bestblogs.dev/status/2101031465597247888?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item [6] ChatGPT Pro 20x Plan Reopens for Subscription — https://www.bestblogs.dev/status/2101019748616032592?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item [7] Claude Code Adds Support for AGENTS.md — https://www.bestblogs.dev/status/2101013914116915454?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item [8] Figure Lets Robots Enter Strangers' Homes "Empty-Handed" for the First Time: No Teleoperation, No Prior Training, Just Get to Work Upon Entering — https://www.bestblogs.dev/article/df