点击上方“Deephub Imba”,关注公众号,好文章不错过 !大语言模型发展到今天，写提示词不仅是个体力活，还是一个技术活。提示词的措辞稍微改一下，性能波动 20-50% 是常有的事。那能不能让 LLM 自己改进提示词呢？本文主要讲的就是这个，一个处理复杂推理任务的 Agent，经过几轮自动迭代，准确率从 34% 飙到 97%相对提升 ...

While standard models suffer from context rot as data grows, MIT’s new Recursive Language Model (RLM) framework treats ...

Raspberry Pi sent me a sample of their AI HAT+ 2 generative AI accelerator based on Hailo-10H for review. The 40 TOPS AI ...

This week’s recap unpacks how evolving exploits, malware frameworks, and cloud missteps are reshaping modern cyber defense ...

作者：zishanshi随着通用大模型向着agentic以及GUI理解增强的方向发展，现在Gemini 3 Flash等通用大模型已经可以直接用来搭建一个效果还不错的GUI ...

为什么命令行越来越具有代理式功能 传统上，终端或shell是一种命令式工具，依赖于像 ls 、 grep 和 git 这样的预定义命令来执行特定指令。 然而，像Gemini CLI、Claude Code和AutoGPT这样的代理性命令行工具的最新进展已经将这个简单的实用程序转变为一个更动态和智能的助手。

2025年12月初，以色列政府官网（gov.il）悄然上线一则安全通告，标题直指一个代号为“MuddyWater”（泥水）的网络威胁组织。尽管页面内容因Cloudflare验证机制未能完整抓取，但结合多方情报与历史攻击模式，网络安全界迅速达成共识：这是一次针对国家关键部门的高危预警。 通告虽简，却如警钟长鸣——MuddyWater正以更狡猾的鱼叉式钓鱼手段，瞄准政府机构、国防承包商、能源与电信等核 ...

In this article author Sachin Joglekar discusses the transformation of CLI terminals becoming agentic where developers can state goals while the AI agents plan, call tools, iterate, ask for approval ...

A good way to learn about customers' feedback is to scrape Amazon reviews. This detailed guide will show you 2 different methods, with coding and no coding.

S Deadeye (Ranger) Fast mapping, farming Map tempo is king in 0.4, and Deadeye’s kit naturally plays that game. S Pathfinder (Ranger) Flexible routing, scaling Alternative routing plus jewel value ...

Path of Exile 2 has been in early access for more than a year now, so it seems like a good time to check in on what Grinding Gear Games could have planned for 2026. At the time of writing, the ...