This article was written a little while ago. Though, that was two months ago. After two months, AI has evolved, so as an article, it's old, but looking back at it now, there are some discoveries.

Corpus2Skill 的本质是一种 "编译时换查询时" 的设计哲学：把计算成本前置到离线编译阶段，将文档语料蒸馏成一棵 Agent 可直接导航的技能目录树，从而在查询时摆脱对嵌入搜索的依赖，让 LLM 的推理能力真正发挥出来。 传统 RAG（检索增强生成）的核心逻辑是 ...

传统 RAG（检索增强生成）的核心逻辑是——用户提问 → 向量检索 → 拼接上下文 → LLM 生成答案。这套流程存在一个结构性缺陷：LLM 从来看不到知识库的全貌。 打个比方，你问"怎么把个体户改成 LLC"，这个问题横跨账户类型、支付配置、法律实体管理三个板块。

I wore the world's first HDR10 smart glasses TCL's new E Ink tablet beats the Remarkable and Kindle Anker's new charger is one of the most unique I've ever seen Best laptop cooling pads Best flip ...

Most "beginner" website design software is a trap. We audit the 2026 landscape, stripping away the marketing to reveal which tools actually build high-ranking, scalable business assets and which ones ...

Your website is your business’s digital front door. It gives the first impression that either builds trust or sends visitors running to competitors. A website plays a key role in turning visitors to ...

Adalo is a no-code platform for building web and mobile apps, offering drag-and-drop components, databases, and publishing tools to open app creation to anyone. To write this Adalo review, the ...

Dave Clark built a custom CRM tool in one day using vibe coding tools. Enterprise leaders increasingly prefer custom solutions over traditional SaaS products. Reports of companies terminating large ...

Cybersecurity firm Wiz Research has revealed a critical vulnerability in Base44, the “vibe coding” platform recently acquired by website giant Wix. The flaw, publicly disclosed on July 29, allowed ...

Base44 owner Wix quickly patched a critical authentication bypass vulnerability discovered by researchers at Wiz. Researchers at cloud security giant Wiz have discovered a critical vulnerability in ...