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🚀 Hacker News（附 AI 简介） 1. Google Gemini routes personal Drive files and emails to human annotators Google Gemini routes personal Drive files and emails to human annotators 谷歌Gemini悄然将个人Drive和邮件数据送交人工审核员审查。 2. Amazon saves millions by replacing Sonnet 4.6 with Strands Decider Amazon saves millions by replacing Sonnet 4.6 with Strands Decider 亚马逊用Strands Decider替代Sonnet 4.6标记工单，成本降98%并节省数百万美元。 3. .name Grandfathered .name Grandfathered Verisign撤回终止2.2万个.name域名，现有保留但停三级注册 4. Smart home devices should work without the internet Smart home devices should work without the internet 作者分享智能家居本地化部署规则：核心设备离线可用，依托Tasmota、MQTT和Node-RED。 5. AlphaProof Code AlphaProof Code 谷歌DeepMind首次用AI形式化验证Signal协议代码安全性 6. E-means: Outperforming k-means in one-tenth the epochs E-means: Outperforming k-means in one-tenth the epochs e-means用指数移动平均小批量更新质心，免调参且更快更优 7. Fable 5.2 one-shotted my nephew's dream game Fable 5.2 one-shotted my nephew's dream game 作者用Fable 5.2一次性完成了侄子梦想的横版格斗游戏。 8. Show HN: Every satellite that passed over any place this week, and its photos Show HN: Every satellite that passed over any place this week, and its photos 9. Claude Fable 5.2 scores 65 on Artificial Analysis, highest so far Claude Fable 5.2 scores 65 on Artificial Analysis, highest so far Claude Fable 5.2 智能指数65分领先，但昂贵缓慢且冗长。 10. Blender 5.3 released with Gaussian Splat support Blender 5.3 released with Gaussian Splat support Blender 5.3发布，新增高斯泼溅支持及项目管理、全景相机等多项功能。 11. Muse Ember: Our smallest, most efficient model Muse Ember: Our smallest, most efficient model 发布Muse Ember小模型，专为智能体工具调用与编码提效。 12. Locating the source of a mysterious beep Locating the source of a mysterious beep 用 Claude Code 做多设备声学定位，锁定神秘蜂鸣来源

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