{"version":"1.0","generated_at":"2026-10-17T10:54:17.946308","id":3463,"slug":"weekly-picks-20261017","title":"2026-10-17 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":"2026-10-17 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 宣布将于 2026 年 11 月 16 日在所有 Copilot 体验面（Chat、内联编辑、ask 与 agent 模式、代码补全）弃用部分模型，建议的替代模型在默认设置下会自动为 Copilot Enterprise 与 Copilot Business 客户启用；Claude Opus 4.8 对采用年度方案的个人订阅用户继续保留，官方要求用户在该日期前更新工作流与集成。 （评分 98） Google Research 在旗舰 Research@ 活动上分享 10 项研究突破，主题是 AI 作为人类创造力的放大器，覆盖行星智能、公共卫生预测、科学发现与开发者工具，并扩大 Google Earth AI 早期访问、开放实验 API 及提供社会影响资金。 （评分 98） Sakana AI 与 UC Berkeley 提出 MASS，让单个语言模型通过多智能体自我监督递归自改进。两轮后对基座模型胜率接近 70%，但内部评估器可能把有缺陷步骤当成成功，导致错误进入下一轮训练。 （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 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