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 ...

一个智能体可以完成任务，但走的路径却并不高效。一次失败的搜索可能触发另一次搜索。一次被截断的文件读取可能导致命令再次获取相同内容。正确的最终答案往往掩盖了这些额外步骤，尽管它们增加了延迟并消耗了更多Token。低效操作也会增加失败的风险。 为了改进智能体的行为，开发者必须理解任务是否成功，以及智能体是如何完成任务的。仅凭成功检查无法解释智能体为何从工具错误中恢复、为何提前停止，或为何需要额外的模型 ...

The sequel to the class released the other day has been released. This is a class where you can learn algorithms using Python ...

Although I had been using AI to generate Python code, I decided to relearn the basics thoroughly to break out of the state of ...

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

Python has become one of the most popular programming languages in data science because it combines simplicity, flexibility, and powerful analytical capabilities. Professionals use Python to collect, ...

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

Overview: Numba is a just-in-time (JIT) compiler that turns Python functions into fast machine code. In one tested example, a ...

Ali Partovi, the first backer of Cursor and an early investor in Facebook, Uber, and Airbnb, is now pushing a radical one-sentence rule: when an ...

Antimony 3 extends the human-readable modeling language to support SBML Level 3 Core and its FBC, Distributions, Layout, and ...

Tired of juggling scripts and commands? Discover how Makefiles organize your development workflow with one simple interface.

The tiniest AI model I've tried on a Raspberry Pi 5 is only 29MB, and it's surprisingly handy ...