## 🔍 Core Insights Turing Award laureate **Yann LeCun**'s newly founded **AMI Labs** has launched its 'World Model' initiative with a record-setting **$1.03 billion seed funding round**; meanwhile, key infrastructure and tools—including **ERC-8183**, **AutoClaw**, and **Copilot Cowork**—are being rapidly deployed, marking AI agents' accelerating transition from experimentation toward **trustless commercial deployment** and **enterprise-grade deep integration**. ## 🚀 Key Updates - **AMI Labs secures $1.03B seed round**: Yann LeCun launches a new company dedicated to building a general-purpose 'World Model', setting a new record for AI startup seed financing. - **ERC-8183 officially proposed**: Ethereum's first on-chain standard enabling trustless commercial operations for AI agents—defining standardized 'Job' primitives and an escrow framework. - **Zhipu's AutoClaw achieves ultra-rapid 45-second deployment**: An enterprise-grade AI agent tool enabling one-click deployment and deep automation integration with Feishu and major domestic social platforms. - **Microsoft launches Copilot Cowork**: First solution delivering context-aware collaboration across Word, Excel, and Teams—positioning Microsoft 365 as a native operating system for AI agents. - **Claude Code introduces agent-driven code review**: Automatically identifies bugs and prioritizes fixes, significantly boosting the efficiency and depth of substantive code review. - **Tencent Hunyuan open-sources WorldCompass RL framework**: A reinforcement learning framework purpose-built for interactive world models (e.g., HY-World 1.5), supporting RL-based post-training optimization. - **Dify closes $30M Pre-A round**: Led by HuaShan Capital, strengthening Dify's global reach and enterprise infrastructure capabilities as the 'operating system' for AI workflows. - **Andrew Ng releases Context Hub open-source tool**: A CLI-based real-time API documentation hub that delivers essential contextual support for AI programming agents.