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🚀 Hacker News（附 AI 简介） 1. My AI agents found an unmapped Maya site My AI agents found an unmapped Maya site AI智能体分析NASA激光雷达数据，发现一处未登记的玛雅遗址。 2. Tim Peters has died Tim Peters has died Python早期贡献者Tim Peters去世。 3. AI usage generates a fragile codebase AI usage generates a fragile codebase AI 生成的代码测试浅薄、过度复杂，削弱代码库的可维护性与可扩展性。 4. Scion is back and is going to sell a kei truck in America Scion is back and is going to sell a kei truck in America 丰田重启Scion，首推美国低速轻型货卡KEI-01。 5. Apple has new Mac app coming to make running local AI models easy Apple has new Mac app coming to make running local AI models easy 苹果正开发Harbor应用，可将Mac变为本地AI推理服务器并支持多机集群。 6. Starlink Mini 2 Starlink Mini 2 Starlink Mini 2 内容因浏览器未启用 JavaScript 而无法加载 7. AWS emulator AWS emulator AWS Emulator 是本地模拟 AWS API 的工具，用于无需 AWS 账户即可测试软件。 8. Synaptics patent claims stop work on DisplayLink drivers Synaptics patent claims stop work on DisplayLink drivers Synaptics专利主张阻断DisplayLink Linux驱动开发。 9. Tracking Anthropic-discovered vulnerabilities Tracking Anthropic-discovered vulnerabilities VulnCheck追踪Anthropic七个月发现442个CVE，修复率低、真阳性率存疑。 10. Show HN: Get your coding agent off ~2019 JavaScript, onto modern web primitives Show HN: Get your coding agent off ~2019 JavaScript, onto modern web primitives Modern Web Guidance 为编码代理提供现代 Web 平台最佳实践指南。 11. Val Town is winding down Val Town is winding down Val Town宣布关停，暂停计费并提供迁移指南 12. Protecting SSH Keys with macOS Secure Enclave Protecting SSH Keys with macOS Secure Enclave 探索用 macOS 安全隔区保护 SSH 私钥的方案与实践。 13. A false smoke alarm almost drowned Jane Street's only NYC datacenter A false smoke alarm almost drowned Jane Street's only NYC datacenter 一次误报烟雾警报险些淹没Jane Street纽约唯一数据中心。 14. Ableton Live 13 Ableton Live 13 Ableton Live 13 新增音频MIDI工作流、音色设计工具与混音效果及大量改进。 15. I asked every TV manufacturer 17 questions about how they spy on you I asked every TV manufacturer 17 questions about how they spy on you 向11家电视及流媒体设备厂商提问17个隐私问题，比较其数据收集与保护回答。 16. Six Math Essentials Six Math Essentials 陶哲轩阐释数、代数、几何、概率、分析与动力学等数学核心概念。 17. Gemini 4 Carbon is now available Gemini 4 Carbon is now available 谷歌发布 Gemini 4 Carbon 模型，主打网络安全与复杂智能体任务，已开放 API 及多平台使用。 18. Claude Whiteboards, Claude Sheets, and Claude Data Claude Whiteboards, Claude Sheets, and Claude Data Claude推出协作白板与表格，数据看板升级为Claude Data。

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