Manifold Security 发现，两个被大量用作占位符的域名出现在约 35.9 万个 GitHub 文件中，并被 349 个 AI Agent Skill 引用，而这些域名如今已被观察到在 macOS 环境中触发经过伪装的诈骗重定向。 AI ...

本内容遵循CC 4.0 BY-SA版权协议 这是一棵可增量生长的文章树。本系列只覆盖「单 Agent 范式」这一层：一个 LLM 在循环中基于环境反馈使用工具，直到任务完成或触发停止条件。 工作流范式（五种编排模式）、多 Agent 范式（拓扑与协调）、框架选型属于同级的 ...

文章浏览阅读140次。2026年9月1日到11日，海内外7家头部模型厂商迭代了新模型。过去大模型的升级周期以年计算，后来缩短到几个月，如今已经开始以周为单位。据OpenRouter平台数据，DeepSeek V4.1 Flash在发布24小时内被处理了约1万亿Token。当模型迭代进入“周更时代”，一个越来越尖锐的工程问题浮出水面：你的应用架构，跟得上这个节奏吗？

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But as the SDA’s operations show, influence operations are increasingly interconnected and part of propaganda strategies that transcend traditional boundaries. Sophisticated states such as China, Iran ...

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Eric Wright thinks Kalshi could change lives on his Indian reservation.