[
  {
    "id": 1,
    "title": "McKinsey · The agentic organization",
    "url": "https://www.mckinsey.com/capabilities/people-and-organization/our-insights/the-agentic-organization-contours-of-the-next-paradigm-for-the-ai-era",
    "published": "2025-09-26",
    "evidenceType": "组织研究",
    "boundary": "五个组织维度；作为组织框架，不作为产品效果验证。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 2,
    "title": "Microsoft · 2026 Work Trend Index: Agents, human agency, and the opportunity for every organization",
    "url": "https://www.microsoft.com/en-us/worklab/work-trend-index/agents-human-agency-and-the-opportunity-for-every-organization",
    "published": "2026-05-05",
    "evidenceType": "AI 使用者调查、匿名使用信号与概念框架",
    "boundary": "调查为10个市场20,000名工作中使用AI者；67%与32%为模型相对重要性，不是因果效应。网页模式为delegation/collaboration/asking/exploration，不采用评审中的其他名称。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "第2章：组织吸收、四种协作方式；第8章学习机制",
    "verification": "本轮读取官方网页、方法与注释；PDF下载未成功"
  },
  {
    "id": 3,
    "title": "BCG · Design Your Company for AI, Not AI for Your Company",
    "url": "https://www.bcg.com/publications/2026/design-your-company-for-ai-not-ai-for-your-company",
    "published": "官网 2026-04-23；评审提供的 PDF 版本日期 2026-04-16（原 PDF 待补核）",
    "evidenceType": "咨询研究",
    "boundary": "咨询框架与案例，不外推ROI；官网日期与PDF版本日期分别记录，后者尚待原件核验。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "第2、6章：以端到端结果重设运营模式",
    "verification": "本轮核实官网发布日期；未取得评审所指 PDF"
  },
  {
    "id": 4,
    "title": "Dell’Acqua et al. · The Cybernetic Teammate: A Field Experiment on Generative AI and Teamwork",
    "url": "https://pubsonline.informs.org/doi/10.1287/orsc.2025.20702",
    "published": "2026-06-12（Published Online）",
    "evidenceType": "Organization Science 正式随机现场实验；期刊页面标注 Open Access",
    "boundary": "DOI 10.1287/orsc.2025.20702。特定一天创新工作坊，不能证明长期自治或Grok Bot优越性；开放访问不等于无限转载，页面未明确显示许可版本，本文只作简短释义。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "第2章：791名P&G专业人员、创意生成与人工评估边界",
    "verification": "本轮读取正式期刊摘要、方法与发表信息"
  },
  {
    "id": 5,
    "title": "xAI · Grok Bot 101",
    "url": "https://x.ai/bot/guides/grok-bot-101",
    "published": "2026-09-11",
    "evidenceType": "官方指南",
    "boundary": "环境、触发、协作与权限；包含跨 Bot 网站登录可达性说明。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 6,
    "title": "xAI · How I run multiple teams of Grok Bots",
    "url": "https://x.ai/bot/guides/how-i-run-multiple-teams-of-grok-bots",
    "published": "2026-08-27",
    "evidenceType": "官方作者实践",
    "boundary": "实验性项目经理、频道、台账与团队方法；不是统一产品规格。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 7,
    "title": "xAI · Grok Bot for Engineering",
    "url": "https://x.ai/bot/guides/grok-bot-for-engineering",
    "published": "2026-09-10",
    "evidenceType": "官方作者实践",
    "boundary": "专业 Bot、编码 Agent、PR 台账；未独立验证其规模与效果。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 8,
    "title": "xAI · Grok Bot for GTM",
    "url": "https://x.ai/bot/guides/grok-bot-for-gtm",
    "published": "2026-08-16",
    "evidenceType": "官方指南",
    "boundary": "客户角色、准备与跟进；不等于真实业务收益证明。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 9,
    "title": "xAI · Grok Bot for Support",
    "url": "https://x.ai/bot/guides/grok-bot-for-support",
    "published": "2026-09-09",
    "evidenceType": "官方指南",
    "boundary": "重复支持流程；指南数字和细节为示例。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 10,
    "title": "OpenAI · ChatGPT Work",
    "url": "https://chatgpt.com/work/",
    "published": null,
    "evidenceType": "官方产品页",
    "boundary": "应用、文件、浏览器与交付物、重复任务；未作跨产品基准实测。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 11,
    "title": "Anthropic · Claude Cowork",
    "url": "https://claude.com/product/cowork",
    "published": null,
    "evidenceType": "官方产品页",
    "boundary": "云端持续执行、定时与并行工作；不能写成仅 Grok 支持。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 12,
    "title": "腾讯 · WorkBuddy",
    "url": "https://www.codebuddy.cn/work/",
    "published": null,
    "evidenceType": "官方产品页 / 浏览器读取",
    "boundary": "多专家、多模型、IM、MCP、Skills；已读取页面，未运行产品。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 13,
    "title": "豆包 · 豆包工作",
    "url": "https://www.doubao.com/",
    "published": null,
    "evidenceType": "官方网页检索摘要",
    "boundary": "目标拆解、工具、调研与应用搭建；完整说明未被文本读取，浏览器仅确认工作入口。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 14,
    "title": "阿里巴巴 · 千问办公 QwenWork 发布",
    "url": "https://ali-home.alibaba.com/document-2021039099929952256",
    "published": "2026-08-03",
    "evidenceType": "官方发布",
    "boundary": "桌面、云端与企业协同方向；计划集成不当作已实现功能。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 15,
    "title": "Grok Bot Galaxy · Day 2 官方直播",
    "url": "https://x.com/i/broadcasts/1PKqrNyvmYwGb",
    "published": "2026-09-16",
    "evidenceType": "本研究画面观察",
    "boundary": "O09：2026-09-16T16:29:30Z；Marketplace 连接器状态。内部播放时间未校准为回放时间戳。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "正文活动截止2026-09-17 00:30 CST：O09，Day3未纳入。第7章北极星增补单列后续O12–O15。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 16,
    "title": "Grok Bot Galaxy · Day 1 官方回放",
    "url": "https://x.com/i/broadcasts/1AxRnZbVpjaxl",
    "published": "2026-09-15",
    "evidenceType": "本研究画面观察",
    "boundary": "O05/O06：04:00:12、05:44:57、05:59:55；定点画面抽查，无可引用字幕。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "Day1定点抽查；新增参与者片段另见[35]，不混成此次复核原件。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 17,
    "title": "xAI · Galaxy 官方议程",
    "url": "https://x.ai/galaxy",
    "published": "2026-09",
    "evidenceType": "官方活动页",
    "boundary": "活动安排和官方直播链接；会前说明不作为现场事实。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "第1章活动背景与公开构建目标；日程仅作计划信息。",
    "verification": "2026-09-17再次读取官方公开页面，核对活动目标、三天计划与分日议程；目标和议程不等于全部演示已实现。"
  },
  {
    "id": 18,
    "title": "Luma · Galaxy 线上活动",
    "url": "https://luma.com/3ifrgttw",
    "published": "2026-09",
    "evidenceType": "官方活动页",
    "boundary": "报名与时间；本研究不声称已完成注册。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "第1章活动背景与公开构建目标；日程仅作计划信息。",
    "verification": "2026-09-17再次读取官方公开页面，核对活动目标、三天计划与分日议程；目标和议程不等于全部演示已实现。"
  },
  {
    "id": 19,
    "title": "千问办公 · QwenWork 产品页",
    "url": "https://qwenwork.cn/",
    "published": null,
    "evidenceType": "官方产品页",
    "boundary": "可编辑交付物与多类工作能力；不是业务成效实测。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 20,
    "title": "xAI · Introducing Grok Bot",
    "url": "https://x.ai/news/introducing-grok-bot",
    "published": "2026-08-11",
    "evidenceType": "官方发布",
    "boundary": "定位、内部原型来源及公测日期；当前页面的套餐文字可能随产品更新，首发日期另由 8 月 26 日公告交叉确认。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 21,
    "title": "MacRumors · Grok Bot Brings Always-On AI Agents to macOS and iOS",
    "url": "https://www.macrumors.com/2026/08/11/grok-bot-macos-ios/",
    "published": "2026-08-11",
    "evidenceType": "媒体报道与页面评论",
    "boundary": "发布当日报道及隐私、信任评论，仅作传播和意见样本，不代表总体市场情绪或采用率。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 22,
    "title": "xAI · Grok Bot is now included with more plans",
    "url": "https://x.ai/news/grok-bot-more-plans",
    "published": "2026-08-26",
    "evidenceType": "官方发布",
    "boundary": "确认 8 月 11 日公测及 8 月 26 日扩大订阅覆盖；扩围不等于活跃或付费增长。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 23,
    "title": "Grok Bot Meetup Shenzhen · Luma",
    "url": "https://luma.com/5vkzzvqk",
    "published": "2026-08-30",
    "evidenceType": "主办方活动记录",
    "boundary": "About Event：8 月 30 日下午分享与 Workshop；“中国首场”为活动方自述，未现场核验人数或出席。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 24,
    "title": "xAI · Grok Bot for Enterprise",
    "url": "https://x.ai/news/grok-bot-for-enterprise",
    "published": "2026-09-03",
    "evidenceType": "官方发布与采用披露",
    "boundary": "How customers use Grok Bot：数千组织、列举客户均为厂商披露，无统一付费、留存与业务成效口径。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 25,
    "title": "xAI · Designing Grok Bot for a world of persistent agents",
    "url": "https://x.ai/news/designing-grok-bot",
    "published": "2026-09-03",
    "evidenceType": "官方产品设计",
    "boundary": "From chat history to a Bot roster；Organizing intelligence：账号层工具/Skills，与 Bot 层记忆/例程；不是独立安全或效果测试。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 26,
    "title": "Cursor 社区 · Grok Bot 0.30.0 初始化问题讨论",
    "url": "https://forum.cursor.com/t/grok-bot-0-30-0-stuck-on-setting-up-your-grok-bot-on-macos/169981",
    "published": "2026-08-30",
    "evidenceType": "用户报告与支持回复",
    "boundary": "8 月 30 日至 9 月 1 日帖子；排查涉及权益、初始化及网络，不能仅取首帖推定普遍故障或最终原因。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 27,
    "title": "Cursor Docs · Grok Bot security",
    "url": "https://cursor.com/docs/grok-bot/security",
    "published": null,
    "evidenceType": "官方安全文档",
    "boundary": "Network policy；Approvals and Auto Review；Logging and audit。区分 Enterprise 控制、模型审核与业务系统权限，未独立测验。",
    "reviewedOn": "2026-09-17 Asia/Shanghai",
    "usage": "参见正文编号引用；用于其自身身份范围内的说明。",
    "verification": "沿用上一版已归档来源，本轮未逐页重测"
  },
  {
    "id": 28,
    "title": "McKinsey · Stacking the Odds: A Blueprint for Successfully Scaling Agentic AI",
    "url": "https://www.mckinsey.com/capabilities/operations/our-insights/stacking-the-odds-a-blueprint-for-successfully-scaling-agentic-ai",
    "published": "2026-09-14",
    "evidenceType": "咨询实践与案例",
    "usage": "第2、8章：问题、流程、决策权与价值门",
    "boundary": "不能把客户案例收益推广到制造业合成情境。",
    "verification": "本轮读取官方文章",
    "reviewedOn": "2026-09-17 Asia/Shanghai"
  },
  {
    "id": 29,
    "title": "PwC Australia · AI in 2026: The AI-Native Enterprise",
    "url": "https://www.pwc.com.au/services/artificial-intelligence/the-ai-native-enterprise.html",
    "published": "2026-04-01",
    "evidenceType": "方向性报告与专家讨论",
    "usage": "第2、7章：核心运营、人本分工与嵌入治理",
    "boundary": "不是企业普遍效果的随机试验，不将其数字当作本文收益。",
    "verification": "本轮读取官方报告页",
    "reviewedOn": "2026-09-17 Asia/Shanghai"
  },
  {
    "id": 30,
    "title": "Stanford Digital Economy Lab · The Enterprise AI Playbook: Lessons from 51 Successful Developments",
    "url": "https://digitaleconomy.stanford.edu/publication/enterprise-ai-playbook/",
    "published": "2026-04-02",
    "evidenceType": "51个筛选成功案例的访谈研究",
    "usage": "第5、8章：组织准备、监督方式、可恢复错误",
    "boundary": "成功案例选择偏差；自报结果并非全部企业项目的成功率。",
    "verification": "本轮读取官方页与官方PDF方法摘要",
    "reviewedOn": "2026-09-17 Asia/Shanghai"
  },
  {
    "id": 31,
    "title": "Gartner G00843398 · Part One: The New Agentic AI Operating Model",
    "url": null,
    "published": "评审提供：2025-12-15；2026-01-16修订（未独立核验）",
    "evidenceType": "评审指定的受限研究线索",
    "usage": "第7章：作为控制面与分级自治的待核研究线索",
    "boundary": "未取得授权原文或匹配公开摘要，不据此断言具体建议或产品能力。",
    "verification": "仅取得用户提供的文档ID、标题、日期",
    "reviewedOn": "2026-09-17 Asia/Shanghai"
  },
  {
    "id": 32,
    "title": "Gartner G00818537 · Part 2: How to Reinvent Roles, KPIs, and Workflows With the Agentic Operating Model",
    "url": "https://www.gartner.com/en/documents/7732657",
    "published": "2026-04-16",
    "evidenceType": "官方公开摘要；全文受限",
    "usage": "第7、8章：从软件效率转向可验证劳动力能力的供应商运营框架",
    "boundary": "摘要面向技术供应商；不能把它等同通用企业实证或完整治理规范。评审提供的G号与公开页对应关系待授权原文复核。",
    "verification": "本轮核实同名官方摘要与日期；未读取付费全文",
    "reviewedOn": "2026-09-17 Asia/Shanghai"
  },
  {
    "id": 33,
    "title": "Gartner G00853569 · Fusion Teams: How to Design for Speed, Scale and Control in the Agentic AI Era",
    "url": null,
    "published": "评审提供：2026-05-25（未独立核验）",
    "evidenceType": "评审指定的受限研究线索",
    "usage": "第7章：跨业务、平台与风险职责的待核研究线索",
    "boundary": "未取得授权原文，不能声称本文团队架构为该报告的原文框架。",
    "verification": "仅取得用户提供的文档ID、标题、日期",
    "reviewedOn": "2026-09-17 Asia/Shanghai"
  },
  {
    "id": 34,
    "title": "Gartner G00859820 · Business Process Reengineering for AI-Native Operating Model: A Framework for CIOs",
    "url": null,
    "published": "评审提供：2026-07-13（未独立核验）",
    "evidenceType": "评审指定的受限研究线索",
    "usage": "第7章：流程重构的待核研究线索",
    "boundary": "未取得匹配原文，不援引行业百分比，也不声称Grok具备全部框架能力。",
    "verification": "仅取得用户提供的文档ID、标题、日期",
    "reviewedOn": "2026-09-17 Asia/Shanghai"
  },
  {
    "id": 35,
    "title": "活动参与者 · Day 1 Canonical Source 证据包与修订说明",
    "url": "evidence/grok-bots-galaxy-2026-09-17/",
    "published": "2026-09-17",
    "evidenceType": "参与者原始关键帧、复原笔记、本地交付说明与实践索引回执",
    "usage": "第4章四片段、第5章本地成果、第9章个人实践；包含两个Day1时间区间；第3章可见头像与界面风格",
    "boundary": "KF05/KF06原文件标签与画面存在差异，编辑说明已校正；不从静态图片推断完整过程。未重跑参与者子站，未取得全部Vault配置，不是客户业务验证。",
    "verification": "本轮取得两份Markdown、14帧及JSON；KF01–KF14已逐图检查；19项原件哈希一致。另提取KF01/KF04原像素裁切，记录坐标及原件/裁切哈希。",
    "reviewedOn": "2026-09-17 Asia/Shanghai"
  },
  {
    "id": 36,
    "title": "Galaxy Lab · Day 2 定点画面观察 O12–O15",
    "url": "index.html#evidence",
    "published": "2026-09-17 05:28–08:40 CST",
    "evidenceType": "本项目画面采样与播放器检查",
    "usage": "第7章北极星增补：任务交接、管理Bot、知识缺失门禁；回放入口状态",
    "boundary": "直播内部进度未校准为正式回放时间；无可引用字幕。界面自报完成不是源系统回执，回放长度不证明全场覆盖。",
    "verification": "O12–O14沿用本项目已归档观察；O15为本轮回放起始播放检查",
    "reviewedOn": "2026-09-17 Asia/Shanghai"
  },
  {
    "id": 37,
    "title": "数智北极原创角色徽章与交接视觉系统 v1",
    "url": "editorial/avatars/",
    "published": "2026-09-17",
    "evidenceType": "作者原创设计转译，非官方素材",
    "usage": "角色条、制造业与客户支持故事、HTML北极星蓝图、公众号静态图",
    "boundary": "不是xAI官方头像或商标；角色、配色与状态为示意，不证明产品当前运行、默认配置或安全权限。Human Approver为人类。",
    "verification": "确定性几何图标代码、PNG与来源清单；截图裁切独立标注，未补画模糊细节。",
    "reviewedOn": "2026-09-17 Asia/Shanghai"
  },
  {
    "id": 38,
    "title": "数智北极作者 · 一个月本地组织实践与文章立意补充",
    "url": null,
    "published": "2026-09-17",
    "evidenceType": "作者第一人称实践陈述与观点，非独立审计",
    "usage": "开场Hook、第1章活动意义、第3章架构语言、第9章实践反思",
    "boundary": "一个月实践时长与主观感受由作者陈述；未提供全部持续运行日志，不证明无人经营、全部执行自治或行业首场。组织内生智能与组织自主智能为本文提出的方向。",
    "verification": "依据作者本轮原始补充；部分实践索引另见[35]。未将作者陈述提升为独立验证。",
    "reviewedOn": "2026-09-17 Asia/Shanghai"
  },
  {
    "id": 39,
    "title": "Grok Bot Galaxy · Day 3 官方回放与定点画面",
    "url": "https://x.com/i/broadcasts/1YGNrbXEeazGw",
    "published": "2026-09-17",
    "evidenceType": "官方视频回放 + 本研究定点画面观察",
    "usage": "第1、4、5、7、9章：Day 3 营销运营、售后/客户成功、营销计划时段与尾段成果线索；O19–O29、O35 的回放时间码、采集时间与原图索引",
    "boundary": "回放固定为 07:58:22，文本轨道仅见 id3 metadata，无可读字幕或官方章节。关键帧不等于完整场次；图表不证明指标口径、源数据或业务结果，流程图不证明 PR、测试、批准、部署或客户成效。部分画面没有专题标题或讲者姓名条，场次映射明确标为暂定。",
    "verification": "2026-09-19 Asia/Shanghai 复核官方回放可从头播放；浏览器读取到 duration 07:58:22、readyState=4，textTracks 仅 id3 metadata。O19–O29、O35 的原图、定位和 SHA-256 已在本地证据索引保留。2026-09-24 发现官方活动页新增分场 YouTube 回放入口，另以 40–49 记录，暂不把其页面存在升级为字幕、章节或内容已复核。",
    "reviewedOn": "2026-09-24 Asia/Shanghai"
  },
  {
    "id": 40,
    "title": "xAI · Grok Bot for Engineers 分场回放",
    "url": "https://youtu.be/zCqmTSF2ctg",
    "published": "2026-09-24 页面核验；2026-09-27 字幕复核",
    "evidenceType": "官方分场视频 · YouTube 自动生成英文字幕",
    "usage": "工程场次分段笔记：自主 agents、Cursor Cloud Agents、验证回路、例程与升级",
    "boundary": "自动字幕未经官方审校，可能误识别产品名与人名；本轮只做带时间码的中文释义，不发布整份字幕。演示与讲者主张不等于源码、PR、CI、Vercel 回执或独立业务验证。",
    "verification": "2026-09-27 Asia/Shanghai 导出 en auto-generated 字幕，约45:08；原始导出 SHA-256 73967b531a287a86fa299d7de0750e4d66233d3298a360d00d67164e34a5d86e。哈希只标识所读字节，不证明语义准确。",
    "reviewedOn": "2026-09-27 Asia/Shanghai"
  },
  {
    "id": 41,
    "title": "xAI · Grok Bot for Product Managers 分场回放",
    "url": "https://youtu.be/gNysgEu-lew",
    "published": "2026-09-24 页面核验；2026-09-27 字幕复核",
    "evidenceType": "官方分场视频 · YouTube 自动生成英文字幕",
    "usage": "产品经理场次分段笔记：数据洞察、PRD、设计、工程分工与验证链",
    "boundary": "自动字幕未经官方审校；Fly Low Airlines 为演示/合成公司。讲者关于合并 PR 占比等说法未独立核验；未取得仓库、PR URL、真实数据仓库或测试回执。",
    "verification": "2026-09-27 Asia/Shanghai 导出 en auto-generated 字幕，约35:08；SHA-256 b5aed6f5e308bb84d099c0a883ef342822cc8f8a600ba6ecf5dfe5e1a34696cc。",
    "reviewedOn": "2026-09-27 Asia/Shanghai"
  },
  {
    "id": 42,
    "title": "xAI · Grok Bot for Founders 分场回放",
    "url": "https://youtu.be/hPE3A4Smkxc",
    "published": "2026-09-24 页面核验；2026-09-27 字幕复核",
    "evidenceType": "官方分场视频 · YouTube 自动生成英文字幕",
    "usage": "创始人场次分段笔记：客户、产品、竞争情报、原型与沟通角色",
    "boundary": "自动字幕未经官方审校；角色与工作链为演示内容，未取得经营 KPI、客户回执或独立效果验证。",
    "verification": "2026-09-27 Asia/Shanghai 导出 en auto-generated 字幕；SHA-256 7961b7d6f60f70a96382322e408db7a0b7ca5f9edd0037a1dbe086ea707fda24。",
    "reviewedOn": "2026-09-27 Asia/Shanghai"
  },
  {
    "id": 43,
    "title": "xAI · Grok Bot for Sales Engineers 分场回放",
    "url": "https://youtu.be/tpDfoh5qPF8",
    "published": "2026-09-24 页面核验；2026-09-27 字幕复核",
    "evidenceType": "官方分场视频 · YouTube 自动生成英文字幕",
    "usage": "售前工程分段笔记：证据幻灯片、技术专家、竞品体验与人类接管登录",
    "boundary": "自动字幕未经官方审校；Flyo 为演示公司。未取得 Salesforce 回执、代码库、deck 文件或登录日志；10–15 分钟等为现场说法而非基准。",
    "verification": "2026-09-27 Asia/Shanghai 导出 en auto-generated 字幕，约45:44；SHA-256 f52c50d76c7333a13a4f890268b5ed366642af24ab79e82433580a70eaa8638f。",
    "reviewedOn": "2026-09-27 Asia/Shanghai"
  },
  {
    "id": 44,
    "title": "xAI · Grok Bot for Sales 分场回放",
    "url": "https://youtu.be/SVZe46xaVTg",
    "published": "2026-09-24 页面核验；2026-09-27 字幕复核",
    "evidenceType": "官方分场视频 · YouTube 自动生成英文字幕",
    "usage": "销售场次分段笔记：日程准备、邮件草稿、账户研究、会后行动与 CRM 差异",
    "boundary": "自动字幕未经官方审校；客户与效率成效为讲者经验陈述。未取得 Salesforce/Gmail 写入、发送回执、账户数据或预测结果。",
    "verification": "2026-09-27 Asia/Shanghai 导出 en auto-generated 字幕，约21:05；SHA-256 fe0df996369b507e397f85cabe8d38d290ccc7fb3fa205cecaba7b288e3f5cde。",
    "reviewedOn": "2026-09-27 Asia/Shanghai"
  },
  {
    "id": 45,
    "title": "xAI · Grok Bot for SDRs 分场回放",
    "url": "https://youtu.be/Iia8EF7niiA",
    "published": "2026-09-24 页面核验；2026-09-27 字幕复核",
    "evidenceType": "官方分场视频 · YouTube 自动生成英文字幕",
    "usage": "SDR 分段笔记：账户研究、信号例程、草稿队列与人工批准边界",
    "boundary": "自动字幕未经官方审校；研究、草稿与实际发送必须区分。未取得名单授权、联系人同意、发送回执、预约或转化结果。",
    "verification": "2026-09-27 Asia/Shanghai 导出 en auto-generated 字幕；SHA-256 f1fe406b517f2dcf4b1c24759ffdd70a743cac634a899d145dfc673b0d20c7d3。",
    "reviewedOn": "2026-09-27 Asia/Shanghai"
  },
  {
    "id": 46,
    "title": "xAI · Grok Bot for Customer Support 分场回放",
    "url": "https://youtu.be/BSB--jUnx9U",
    "published": "2026-09-24 页面核验；2026-09-27 字幕复核",
    "evidenceType": "官方分场视频 · YouTube 自动生成英文字幕",
    "usage": "客户支持分段笔记：工单、知识检索、阻断、升级与获批后回复",
    "boundary": "自动字幕未经官方审校；演示中的工单与知识状态不等于客户系统回执。未取得最终回复、知识版本、送达或 CSAT。",
    "verification": "2026-09-27 Asia/Shanghai 导出 en auto-generated 字幕；SHA-256 8c6600f8f28f06a2d1adfa3121339256bc0fce4b5003e28b0590d03c9283a7a7。",
    "reviewedOn": "2026-09-27 Asia/Shanghai"
  },
  {
    "id": 47,
    "title": "xAI · Grok Bot for Marketing Operations 分场回放",
    "url": "https://youtu.be/EA-sxwWK0Vs",
    "published": "2026-09-24 页面核验；2026-09-27 字幕复核",
    "evidenceType": "官方分场视频 · YouTube 自动生成英文字幕",
    "usage": "营销运营分段笔记：跨收件箱受理、任务化、territory bot 与 lead-review 内部应用",
    "boundary": "自动字幕未经官方审校；视频明确使用 fake data。两周、约10小时和审核率提升为讲者说法，未取得代码、工时、指标口径或 CRM 回执。",
    "verification": "2026-09-27 Asia/Shanghai 导出 en auto-generated 字幕，约21:41；SHA-256 d7042e3cb8f3742fd06d972b85d04c95b8eccce8418ecc2ec57636804cc98ce1。",
    "reviewedOn": "2026-09-27 Asia/Shanghai"
  },
  {
    "id": 48,
    "title": "xAI · Grok Bot for Post Sales 分场回放",
    "url": "https://youtu.be/EGt8FfTmTMY",
    "published": "2026-09-24 页面核验；2026-09-27 字幕复核",
    "evidenceType": "官方分场视频 · YouTube 自动生成英文字幕",
    "usage": "售后分段笔记：客户信号、会前/会后材料、账户专员与行动草稿",
    "boundary": "自动字幕未经官方审校；未取得客户账户、健康模型、消息发送、CRM 写入或客户成效。",
    "verification": "2026-09-27 Asia/Shanghai 导出 en auto-generated 字幕；SHA-256 c24858ce652b02b9a469dc373057f259f1b25539fafe763eb811a5a550234c72。",
    "reviewedOn": "2026-09-27 Asia/Shanghai"
  },
  {
    "id": 49,
    "title": "xAI · Grok Bot for Marketing 分场回放",
    "url": "https://youtu.be/db38-FgdaGQ",
    "published": "2026-09-24 页面核验；2026-09-27 字幕复核",
    "evidenceType": "官方分场视频 · YouTube 自动生成英文字幕",
    "usage": "营销分段笔记：研究、定位、落地页、广告变体、分析与项目管理交接",
    "boundary": "自动字幕未经官方审校；视频明确没有现场 launch。未取得广告花费、部署、发送回执、转化或营销成效。",
    "verification": "2026-09-27 Asia/Shanghai 导出 en auto-generated 字幕；SHA-256 6b535c7e7aa0ebf136a0a3eef6d4d29e1279b62e6c6481bf47971f322d66263e。",
    "reviewedOn": "2026-09-27 Asia/Shanghai"
  },
  {
    "id": 50,
    "title": "Hiten Shah · Marketing Operations 现场观看摘要",
    "url": "https://www.linkedin.com/posts/hnshah_i-watched-matthew-silberman-show-how-he-uses-activity-7506402306267955200-mzOa",
    "published": "LinkedIn 页面于 2026-09-26 显示 6d（约 2026-09-20；精确发布时间未取得）",
    "evidenceType": "公开参与者摘要 · 非官方逐字稿 · 非独立审计",
    "usage": "第4、5章：补充 Marketing Operations 的收件箱分流、任务化、专业 Bot 接棒与内部 lead-review app 叙述",
    "boundary": "作者称自己观看了 Matthew Silberman 的现场展示；正文是作者对所见与讲者说法的摘要，不是视频字幕、连续操作记录或源系统回执。两周、约10小时与审核率创新高均为二手转述，未取得代码、工时记录、指标字典、基线或独立验证。",
    "verification": "2026-09-26 Asia/Shanghai 公开读取 LinkedIn 页面正文及作者名；页面显示相对时间 6d。只按参与者摘要引用，不把转述升级为 xAI 官方说明或已验证业务结果。",
    "reviewedOn": "2026-09-26 Asia/Shanghai"
  },
  {
    "id": 51,
    "title": "xAI · Grok Bot for Marketing 官方指南",
    "url": "https://x.ai/bot/guides/grok-bot-for-marketing",
    "published": "2026-09-24；2026-09-29 页面复核（更正上一版记录的 09-18）",
    "evidenceType": "官方产品指南 · 作者工作方法 · 非 Galaxy 逐字稿",
    "usage": "第4、5、7章：六个营销岗位、跨 Bot 交接、Google Docs / Google Ads / Cursor / GitHub 工具链与人工批准边界",
    "boundary": "指南以 Josh Kim 第一人称描述 X-Air 虚构案例及其工作方式；不是 Galaxy 分场逐字稿，也不是本站产品实验。Google Ads shell、网站 PR、分析 scoreboard 与工具连接均未由本站读取源系统回执；指南没有给出可独立复核的广告花费、部署、转化或客户成效",
    "verification": "2026-09-29 12:23 CST 重新公开读取页面；当前页首明确显示 Sep 24, 2026。定位 Meet the marketing bots、X-Air, start to finish、Pages, ads, analyst、The handoff tax、Templates, permissions, memory、So what does this change。与来源[49]的官方分场自动字幕交叉核对角色与流程，但不据此推定现场每一步已经执行",
    "reviewedOn": "2026-09-29 Asia/Shanghai"
  },
  {
    "id": 52,
    "title": "xAI · Grok Bot for Post-Sales 官方指南",
    "url": "https://x.ai/bot/guides/grok-bot-for-post-sales",
    "published": "2026-09-24",
    "evidenceType": "官方产品指南 · 作者工作方法 · 非 Galaxy 逐字稿",
    "usage": "第4、5、7章：Chief of Staff、账户专员、例程、会前准备、承诺追踪及人工发送边界",
    "boundary": "Blake Schuller 的第一人称工作法与产品说明；不是 Galaxy 分场逐字稿，也不是本站运行记录。账户健康、消息草稿、客户关系与时间节省均未由本站读取源系统或客户回执；指南中的日常时间线不能当作独立业务审计。",
    "verification": "2026-09-29 12:23 CST 公开读取页面；定位 I only manage one bot、Bot's own computer、The routines、When an account has me underwater、A day in the life、More time in the rooms。与来源[48]的机器字幕分段笔记交叉阅读，不把指南叙事倒填为现场逐步执行。",
    "reviewedOn": "2026-09-29 Asia/Shanghai"
  },
  {
    "id": 53,
    "title": "xAI · Grok Bot for SDRs 官方指南",
    "url": "https://x.ai/bot/guides/grok-bot-for-sdrs",
    "published": "2026-09-24",
    "evidenceType": "官方产品指南 · 作者工作方法 · 非 Galaxy 逐字稿",
    "usage": "第4、5、7章：研究包、CLEAR/FLAG 分流、专业 Bot 编队、未发送队列与最终人工发送",
    "boundary": "官方作者描述 Cursor 与 Grok Bot 的 SDR 工作法；不是 Galaxy 分场逐字稿或本站外联实验。未取得原始名单、联系人同意、Nooks/LinkedIn/Salesforce 回执、邮件发送、预约或转化结果。",
    "verification": "2026-09-29 12:23 CST 公开读取页面；定位 The five-step SDR process、One job per bot、A morning with Grok Bot、Rules that keep the team healthy。页面明确区分 CLEAR 与 FLAG，并写明 Nothing auto-sends / Never auto-send；本站未执行任何外联。",
    "reviewedOn": "2026-09-29 Asia/Shanghai"
  },
  {
    "id": 54,
    "title": "xAI · Grok Bot for Work 官方指南",
    "url": "https://x.ai/bot/guides/grok-bot-for-work",
    "published": "2026-09-24",
    "evidenceType": "官方产品指南 · 作者工作方法 · 非 Galaxy 场次材料",
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