Discover Geany, the fast and lightweight IDE that runs on any system, supports custom plugins, and provides essential features for efficient coding across multiple languages.

在构建一个大规模 AI 系统时，我们其实就是在把不同的“智能体设计模式（agentic design patterns）”组合起来。不管系统多复杂都可以拆解成有限的几种"设计模式"。这些模式各有各的用法——有的专门负责思考优化，有的处理工具调用，有的管多智能体协作。 主要就这么几类：多智能体系统让不同角色分工协作；集成决策让多个智能体投票选最优解；思维树（ToT）探索多条推理路径再择优；反思式架构 ...

A critical security flaw in NVIDIA’s Merlin Transformers4Rec framework allows threat actors to execute code remotely with root-level access, raising alarm across the AI ecosystem. The vulnerability, ...

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression with two-way interactions between predictor variables. Standard linear regression predicts a single numeric value ...