We built it on Claude Sonnet 3.5 in early 2025. We upgraded to 3.7 without incident, and to 4.0 without incident. By the time ...

AI Agent 框架日益复杂，例如 LangChain 的代码库已有约 40 万行，CrewAI 的依赖项多达 131 个。但这些复杂抽象的背后，核心逻辑其实只要 100 行 ...

Spread the love“`html Keras has emerged as one of the most popular deep learning libraries in recent years, notable for its simplicity and ease of use. Whether you’re a seasoned data scientist or a ...

你的脚本就像老房子里的家电——能干活，但没接入智能家居系统。灯得手动开，空调得自己调，洗衣机得走过去按启动。而MCP Server，就是那个智能插座。 你手上有十几个Python脚本，能查数据库、能发通知、能生成报表。每个都跑得好好的。但AI叫不动它们。

TAMPA, Fla. — The U.S. Space Force is activating its new command at MacDill Air Force Base in Tampa on Friday. The new command, known as SPACECENT, will report directly to U.S. Central Command leaders ...

Function Calling 解决的是单次调用的消息格式问题，MCP 解决的是工具生态的标准化管理和复用问题，两者是不同抽象层次的东西。MCP 底层依然靠 Function Calling 驱动，模型根本感知不到 MCP 的存在，所有的工具发现、schema 转换、调用路由都发生在宿主程序层。

To provide combat-ready units and Soldiers to the Army and the Joint Force across the full spectrum of conflict. The Army Reserve of 2035 provides trained and equipped units and personnel at the scale ...

阿里妹导读文章内容基于作者个人技术实践与独立思考，旨在分享经验，仅代表个人观点。在前一篇 《Harness Engineering:为 AI 打造可持续迭代环境的实践》 中,我们讲了 HelixVerify 如何在线下环境用 114 次迭代 把风险样本召回率从 8% 提升到 98.86%。那是一个典型的 线下 Harness。这一篇讲 Harness 思想搬到 C 端 AIGC ...