微软为 Copilot Notebooks 引入任务委派、Office 文档原位编辑和交互式报告等功能，推动其从 AI 信息整理工具向可执行任务的智能工作空间演进。相关更新据微软2026年10月信息，正通过 Frontier 预览计划分阶段推出。该工具可整合文档、邮件和会议记录，并基于资料回答问题、生成学习指南及音频摘要；更新后用户可将任务委派给 Copilot。
谷歌推出Gemini“Notebooks”功能，打造个人知识库，帮助用户高效处理复杂项目。该功能打通了Gemini与NotebookLM的数据壁垒，构建闭环AI工作流。用户可在集成空间集中管理聊天记录、文档和PDF，导入历史对话并通过自定义指令引导Gemini进行智能分析。
谷歌推出"notebooks"功能，让Gemini成为私人知识助理。该功能通过集中管理特定主题内容，赋予AI"长效记忆"能力。用户可将分散的文件、历史对话记录和自定义指令整合到特定笔记本中，实现信息的高度整合与复用，提升上下文精准度。
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ChatGPT驱动的Jupyter Notebooks AI助手。
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