Hugging Face Blog published a post titled “Holo3.1: Fast & Local Computer Use Agents.” From the title alone, Holo3.1 focuses on computer-use agents with speed and local execution as its stated themes. The source text was not provided, so architecture, supported platforms, benchmarks, licensing, hardware requirements, and availability cannot be confirmed.
Simon Willison highlights Chad Whitacre’s decision to leave tech and Open Source, framed not as a forum threat but as concrete action. Whitacre describes wanting to become “AI Amish” or “Internet Amish,” moving toward an offline, analog life closer to 1980 than 1780. A previous post about using Claude Code with Opus 4.5 shows how agentic AI felt intoxicating and unsettling enough to push him away from technological accelerationism.
Google 發表全新 Gemini 3.5 Flash 與名為「Omni」的全能型模型。Gemini 3.5 Flash 針對 Agent(AI 代理)進行深度優化,大幅提升運作效率與速度,被視為推動實用級 Agent 應用的關鍵;而 Omni 則定位為能處理多元任務的萬能模型。兩者結合將顯著降低延遲,讓生成式 AI 在實際工作流中更具實用價值。