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Evaluating AI Agents in Practice: Benchmarks, Frameworks, and Lessons Learned

This article introduces practical methods for evaluating AI agents operating in real-world environments. It explains how to ...

Petrol at PKR 321, schools shut, salary cuts: How Iran war is hitting Pakistan hard while ...

While Pakistan struggles to manage rising energy costs and public panic, India has remained relatively insulated from the ...
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LangGraph vs Semantic Kernel：状态图与内核插件的两条技术路线对比

点击上方“Deephub Imba”,关注公众号,好文章不错过 !多数关于 LangGraph 和 Semantic Kernel 的比较文章已经过时。过去六个月里，两个框架分别进行了重大的更新，所以本文将梳理的是实际发生的变化、当前的代码形态，以及如何进行技术选型。2026 年构建 Python AI Agent ...

India’s mcap falls $639 billion in March quarter, biggest since Covid crash

Interestingly, the erosion in market value of India is larger than the entire mcap of countries such as Mexico, Malaysia, South Africa, Norway, Finland, Vietnam and Poland. It is also nearly double ...

基于CSWD三百万美元诈骗案的商务邮件妥协攻击机制与防御重构

2026年3月，美国佛蒙特州奇滕登固体废物区（CSWD）遭遇了一起高达300万美元的商务邮件妥协（BEC）攻击，该事件不仅刷新了该地区单一网络钓鱼案件的损失纪录，更深刻揭示了针对关键基础设施机构的定向社会工程学攻击的新趋势。本文以CSWD案件为实证样 ...

基于AI浏览器架构缺陷的钓鱼攻击机理与防御重构

Web浏览器作为互联网生态的核心入口，其安全架构的演变始终伴随着网络威胁的升级。从早期的静态页面渲染到如今的动态交互应用，浏览器安全模型经历了从同源策略（Same-Origin ...