{"version":"1.0","generated_at":"2026-10-16T11:10:55.987283","id":3446,"slug":"history-review-20261016","title":"2026-10-16 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":"2026-10-16 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 GitHub 公告称将于 2026 年 11 月 16 日弃用部分 Copilot 模型，覆盖 Chat、内联编辑、ask/agent 模式与代码补全；Claude Opus 4.8 对年度个人订阅者保留，企业需检查默认启用与模型策略并迁移工作流。 （评分 98） Google Research 在旗舰活动 Research@ 上发布多项进展：Google Earth AI 开放三项实验能力的早期访问，集成 Google Dataset Search 与 TimesFM，底层由 70 多个地理空间工具和 RSFM、PDFM 等行星级基础模型支撑；Google.org 投入 1000 万美元支持危机韧性与公共卫生；同时推出多智能体编排器，帮助科学家复现并迁移研究方法，已在流体力学逆向设计中产出导管优化方案。 （评分 98） Sakana AI 与 UC Berkeley 提出多智能体自我监督（MASS）：同一个语言模型同时充当解题者、评判者和工作流优化者，不需要外部帮助或更强的教师模型。两轮后对基础模型的胜率接近 70%，但评估器与解题者共享盲点，可能把有缺陷的步骤当作成功固化进下一代模型。 （评分 98） GitHub 发布 JetBrains 版 Copilot 更新：企业管理员可通过托管设置指定新会话默认的 Copilot agent 模型；诊断意图菜单新增 Fix 操作，可直接打开内联聊天请求修复；新增 MCP 设置可关闭 Copilot 与 Claude 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