点击上方“Deephub Imba”,关注公众号,好文章不错过 !智能体搜索（Agentic Search）让模型在循环中完成搜索：写出查询，阅读结果，再决定继续搜索、打开网页还是给出答案。编程智能体可以用它定位与 bug ...

“Harness 就是包装纸，就是脚手架，就是提示工程”。这种论调在 Reddit 上每隔几天就会冒出来一次，甚至有人说“上下文工程根本不算研究问题”。但事实是，同一个权重文件，换一套 Harness，ARC-AGI 的成绩可以从 30% 直接飙到 ...

covering all the hot paths through the loop. the VM would start tracing there. When the inner loop exits, the VM would detect that a different branch was taken. The VM would try to record a branch ...

把官方自定义媒体页从右侧320×320区域扩展为 480×360全屏，隐藏左侧状态条。2026-11-02已在一台Neos75上刷入并逐字节回验，用户确认：图片和GIF都全屏正常。 上图是生成的验收素材，非屏幕实拍。实机确认见 验收记录。 下载可执行程序 v1.4.0 桌面新版：简洁的 ...

面向 Agent 能力的后训练（Post-Training） 实践仓库。 这个仓库做两件事： Agent_source：用 Go / Python 快速改写主流开源 Agent 框架，对比它们的设计，沉淀出一套自己的 Agent 运行时。 Post-Train：基于这套 Agent 产出的轨迹（trajectory），做 SFT 和 RL，提升模型的 agentic ...

Show me the facts Explain it like I’m 5 Give me a lighthearted recap Back at university, I wrote quite a few Python programs ...

This article is a learning record for Python learners, and the posted code is a sample for learning purposes.Today's ...

Researchers have developed AFLDL, a greybox protocol fuzzing framework that utilizes deep learning on runtime memory ...

Telegram bots are useful as remote controls for scripts or AI agents running on your own computer. They work on any ...

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Twine is a free, open-source dev tool for designing interactive fiction and text-based games. Turns out it's perfect for ...

A 450-task benchmark built from real CVEs shows even the best AI coding agent writes code that's both working and secure only ...