## 🔍 Key Insights **Streaming experts technology** is enabling ultra-large-scale Mixture-of-Experts (MoE) models to run on consumer-grade hardware—demonstrating **Qwen with 397B parameters on iPhone** and **Kimi K2.5 with 1T parameters running natively on Mac**. Concurrently, industry leaders including **Meta, Alibaba, Anthropic, and MiniMax** are accelerating agent architecture upgrades and the deployment of 'Personal Superintelligence' [11][19][24][10][0]. ## 🚀 Major Updates - **Meta acquires Dreamer to join its Superintelligence Lab** [0]: Accelerating its 'Personal Superintelligence' vision, with focus on desktop AI, self-improving agents, and efficient world models - **Alibaba launches Accio Work, an enterprise-grade Agent platform** [10]: Enables multi-agent collaboration; real-world testing shows fully automated online store setup and end-to-end operations in **under 30 minutes** - **Huawei's 'Genius Program' alumnus Kaiwen Zhou joins NoIn Intelligence** [1]: Trains domestic robots using video-generation data; its **KnowinBrain model tops the Embodied Arena leaderboard** - **Claude's Computer Use feature launched in just 4 weeks** [15]: From Anthropic's acquisition of Vercept to full integration into Claude Code—showcasing exceptional engineering velocity - **Open-source ChatClaw Agent collaboration system released** [3]: Built atop OpenClaw, supporting multi-company/multi-team/multi-agent architectures and visual configuration - **MiniMax unveils its M3 multimodal roadmap** [13]: M2.7 demonstrates strong programming capabilities; the next generation will be open-sourced and scale to **1T parameters** - **SSD-based streaming loading breaks terminal hardware limits** [11][19][24]: Enables 397B Qwen on iPhone and 1T Kimi K2.5 on Mac—redefining the frontier of on-device AI capability - **OpenAI launches the 'Parameter Golf' challenge** [22]: Inviting developers to submit highly efficient models **≤16 MB**, shifting AI talent evaluation toward capability-driven benchmarks ## 🔗 Sources [0] [AI News] Dreamer Joins Meta's Superintelligence Lab — A 9-Month Retrospective on Personal Superintelligence — https://www.bestblogs.dev/article/9a259745 [1] Another Huawei Genius Program alum enters embodied AI entrepreneurship! Training home robots with synthetic video data—the first model tops the Embodied Foundation Model leaderboard — https://www.bestblogs.dev/article/60fca1e2 [3] Open-source project ChatClaw: An Agent collaboration system built for OpenClaw — https://www.bestblogs.dev/status/2036316628426826228 [10] Alibaba launches enterprise-grade Agent platform Accio Work overseas: Real-world test completes automated online store setup in 30 minutes — https://www.bestblogs.dev/article/1d9df17b [11] Streaming Experts — https://www.bestblogs.dev/article/8ad8251d [13] MiniMax M2.7 Programming Capabilities Demo & M3 Roadmap — https://www.bestblogs.dev/status/2036304982551781678 [15] Anthropic Rapidly Integrates Computer Use Technology — https://www.bestblogs.dev/status/2036302910498173