{"version":"1.0","generated_at":"2026-10-19T12:36:43.740311","id":3496,"slug":"weekly-picks-20261019","title":"2026-10-19 本周精选自动编排","summary":"系统根据高分内容自动沉淀出本周重点追踪。","abstract":"2026-10-19 本周精选自动编排 系统根据高分内容自动沉淀出本周重点追踪。 本周精选 GitHub 发布更新公告：将于 2026 年 11 月 16 日在所有 Copilot 体验中弃用一批模型，并要求用户在期限前把工作流和集成切换到受支持的模型；年度个人订阅用户仍可继续使用 Claude Opus 4.8。 （评分 98） Google Research 在旗舰活动上展示10项研究突破，核心是用 AI 放大人力与科学发现能力，重点包括 Google Earth AI 的地理空间智能、行星预测、公共卫生预警，以及可复现研究方法的多智能体编排器。 （评分 98） Sakana AI 与 UC Berkeley 提出 MASS，让单个语言模型通过分配任务、评判结果和优化工作流实现递归自我改进。两轮后对基座模型胜率接近 70%，但共享盲点可能把错误步骤当成成功，并带入下一轮训练。 （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 的服务器自动启动；同时优化账号控制、聊天发现与登录、会话导航、消息操作、agent 引导与迁移流程，并提升语言服务器启动、模型与供应商切换、MCP 配置、定制刷新、文件变更和 worktree 工作流等环节的可靠性。 （评分 98） Anthropic 为 Claude 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