{"version":"1.0","generated_at":"2026-11-15T09:58:49.337207","id":3984,"slug":"history-review-20261115","title":"2026-11-15 历史回顾自动编排","summary":"系统把高分内容整理成可复盘的历史精选回顾。","abstract":"2026-11-15 历史回顾自动编排 系统把高分内容整理成可复盘的历史精选回顾。 历史回顾 Anthropic 发布 Claude for Manufacturing 插件，通过四个通用接口接入 Autodesk Fusion、Oracle NetSuite、Microsoft 365 与 Infor，内置 17 项技能，可基于真实库存起草报价、比价、生成质量报告与设计变体，并在停机时分析传感器数据与手册；所有结果都回溯到原始源文档供员工复核，且不直接控制物理设备。 （评分 98） GitHub Copilot 正式上线 Google 最新 Flash 模型 Gemini 4 Hydrogen，面向快速高效的智能体编程、工具调用与多步工作流，指令遵循较 Gemini 3.8 Flash 提升，按用量计费、按供应商目录价结算，Pro、Pro+、Max、Business、Enterprise 用户可在模型选择器中切换，企业管理员可通过模型策略管控访问。 （评分 98） GitHub 宣布将于 2026 年 12 月 14 日在所有 Copilot 体验中弃用部分模型，覆盖 Copilot Chat、内联编辑、ask/agent 模式和代码补全；Claude Haiku 4.5 对年度计划的个人订阅者保留。公告建议在截止前更新工作流与集成，并说明 Enterprise/Business 客户默认会自动启用建议替代模型，除非管理员关闭全局默认或显式禁用。 （评分 98） Google Research 副总裁 Vahab Mirrokni 介绍 Antigravity 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