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微软 Win11 多个通道更新预览版：提升文件管理器稳定性、修复虚拟机死机故障
微软Win11预览版更新：修复虚拟机蓝屏、增强搜索拼写容错，文件管理器稳定性提升。
IT之家 6 月 20 日消息，微软昨日（6 月 19 日）发布博文，邀请 Windows Insider 项目成员，测试 Windows 11 预览版， 明确更迭迈入 26H2 年度更新版本。 Windows 11 26H2 采用 25H2 相同服务分支，通过启用包（eKB）方式推送，用户只需重启…
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Google Gemini down? Users report problems with AI chatbot
谷歌官方AI助手，支持文本、图像、代码等多模态交互，深度整合搜索生态
Article URL: https://www.providencejournal.com/story/news/technology/2026/06/10/is-google-gemini-down-what-we-know-about-error-reports/90487437007/ Co…
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Show HN: I built a tool that add advanced searching to GitHub's Lists
给GitHub Lists加上高级搜索，还能推广你的仓库到Awesome列表顶部，开源利器！
Article URL: https://awesome.lvtd.dev/ Comments URL: https://news.ycombinator.com/item?id=48376149 Points: 3 # Comments: 0
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Verified Misguidance: Measuring Structural Citation Failures in Search-Augmented LLMs
最新研究量化搜索增强LLM引用失败，揭示结构化误导风险，推动AI可信度评估。
arXiv:2605.28565v1 Announce Type: cross Abstract: Users of search-augmented LLMs rely on citations as evidence that responses are grounded in real sou…
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BESPOKE: Benchmark for Search-Augmented Large Language Model Personalization via Diagnostic Feedback
提出BESPOKE基准，通过诊断反馈评估搜索增强大语言模型的个性化能力，揭示同一查询不同意图的关键挑战。
arXiv:2509.21106v2 Announce Type: replace Abstract: Search-augmented large language models (LLMs) have advanced information-seeking tasks by integrati…