作者 | Nik Kale译者 | 张卫滨核心要点将 MCP 安全视为四个控制层而非单一的协议特性。执行、基础设施管理、出站信任与语义完整性都需要对应的强制执行点。使用网关进行认证、授权与审计，但不要指望它能检测语义滥用或保护管理平面。在注册时对工具 ...

点击上方“Deephub Imba”,关注公众号,好文章不错过 !在 Agentic AI 开发中，评估（Evals）很容易被当作拖慢进度的附加工作：工具已经发布，演示也跑通了，Agent 能完成任务，为什么还要建立正式的评估机制？因为我们要记住 ...

2026年五一长假刚过，朋友圈还在晒九寨沟的云海和三亚的椰影，而AI圈已经悄悄掀起一场‘认知升维’风暴——不是卷模型参数，不是拼算力堆叠，而是：怎么让AI的输出，真正‘钻进你的脑子’？ 就在5月3日傍晚（UTC+8），沉寂近14个月的AI教父级人物Andrej Karpathy，突然在X平台（原Twitter）发了一条推文。没有预告，没有配图，只有三段干净利落的文字，却像往平静湖面投下一颗反物质水 ...

When the number of files in a folder increases, it becomes difficult to keep track of what is inside just by looking at them ...

Python 3.15.0 was released on October 9, 2026. The "Removed" section of the official "What's New in Python 3.15" document ...

The movement of a robot arm occurs after a signal is sent out by the controller. But there is another world beyond the ...

Python 3.15 is expected to speed up some programs and simplifies handling immutable data. UTF-8 as standard requires testing.

I copied a Python dictionary, but the original still changed. Here's how shallow copies, shared references, and deep copies ...

Now, anyone can prompt an AI model to construct complex computational pipelines that would otherwise require days or weeks of ...

Build your own Apex Legends Season 29 Overclocked tier list with a 12-step Python scoring method covering Axle, patch 29.1, ...

Python 3.15's UTF-8 default reduces environment-dependent behavior when no encoding is specified. We look at what it means ...

OGX is plainly described as: an open-source agentic API server for building AI applications, OpenAI-compatible, any model, any infrastructure. It is the rebrand of Meta's Llama Stack, with the name ...