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萤石推出魔方 Pro 摄像机：一体化磁吸支架设计、自带 4G 网络
磁吸支架+4G网络+太阳能供电，萤石魔方Pro让安防摄像头安装更灵活。
IT之家 8 月 3 日消息，制造商萤石宣布推出一款魔方 Pro 摄像机，其主打一体化磁吸支架设计，可以灵活安装，不过官方尚未公布产品具体价格信息。 据介绍，该产品配备 8Mp 传感器，其云台支持 360 度无极旋转。摄像机自带 4G 网络，内置 5200mAh 电池，支持防水防尘，可接太阳能板，适…
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Show HN: Agent-pd – A zero-token audit log to catch rogue Claude Code subagents
零token审计日志，实时监控Claude Code子代理的每个动作，助力安全与合规。
Article URL: https://github.com/varmabudharaju/agent-pd/blob/master/README.md Comments URL: https://news.ycombinator.com/item?id=48466954 Points: 1 # …
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Enhancing Operational Safety via Agentic Dialogue Hazard Identification Analysis
用AI代理对话分析识别操作风险，颠覆传统安全监控模式。
arXiv:2606.03812v1 Announce Type: new Abstract: Operational safety in high-stakes domains such as industrial process control, autonomous, and safety-c…
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$D^2$-Monitor: Dynamic Safety Monitoring for Diffusion LLMs via Hesitation-Aware Routing
扩散LLM安全监测新方案：通过犹豫感知路由实现动态监控，填补领域空白。
arXiv:2605.25893v1 Announce Type: new Abstract: Despite the emergence of diffusion large language models (D-LLMs) as an alternative to autoregressive …
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Tesla Reveals New Details About Robotaxi Crashes—and the Humans Involved
特斯拉新披露的Robotaxi事故细节显示，人类员工远程驾驶曾导致两起低速碰撞，安全监控员在旁却未能阻止。
Remote operators (slowly) drove the automaker’s autonomous vehicles into a metal fence and a construction barricade, Tesla says.
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I Turned Obsidian Into a Live SOC Dashboard
把笔记软件Obsidian改造成实时安全运营仪表盘，用本地数据对抗网络威胁，脑洞大开又实用。
The coffee shop Wi Fi portal had one of those fake-friendly names. “BeanHouse Guest.” Beige wallpaper. Soft jazz. The kind of network name that sounds…