这项由清华大学计算机科学与技术系主导的研究，以预印本形式发布于2026年6月，论文编号为arXiv:2606.03895，有兴趣深入了解的读者可通过该编号查询完整论文。

点击上方“Deephub Imba”,关注公众号,好文章不错过 !一个简单的agentic loop就是一个 while 循环，LLM 在其中决定做什么、执行工具、观察结果、再做决定。这模式能用是可以用的不过有个最大的问题，就是费钱：一个三 ...

经过九篇文章的逐步构建，我们终于走完了从一行代码到一个完整的企业级 Agent 框架的全过程。这一路，我们从 OpenClaw 的架构哲学中汲取灵感，用 Python 生态打造了名为 E-Claw 的自主 Agent ...

The power of Python trumps Excel workbooks.

Sakana AI has opened a Recursive Self-Improvement Lab to test whether AI systems can help redesign and optimize future AI systems, a bet aimed at reducing frontier AI’s dependence on brute-force ...

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 ...

Google's Gemma 4 12B brings multimodal AI — audio, video, and text — to a standard 16GB laptop in 2026. No cloud required. Here's what it does and why it matters.

AutoGen 退居维护模式、MAF 上位，是 Agent 框架生态正在发生的一个广泛变化。简单来说：框架的竞争正在从"谁的 Agent 更智能"转向"谁的 Agent 更容易生产化"。 把多 Agent 系统从原型代码推到生产环境，要做的工作远比想象中多。可观测性怎么接入？中间件怎么插？

Executing Your AI Strategy Takes a Strong Data Foundation That Traditional Cleansing Can’t Provide. From a sinking San Fr ...

I asked Claude, ChatGPT, and Gemini to debug a Python error, and the difference was too noticeable to ignore.

Back in 2023, Chris Lattner, creator of LLVM, and his team at Modular unveiled a new language called Mojo. Its syntax resembled Python, but it compiled to machine-native code and offered memory-safety ...

This vibe coding cheat sheet explains how plain-language prompts can build apps fast, plus the planning, testing, and ...