新智元报道 【新智元导读】文件系统可以让Agent更高效地「找东西」，降低了认知负担，提高了任务执行效率，减少了45%的token消耗和39%的成本，同时保持较高准确率。当同一个模型面对同一份数据时，接口长什么样，会不会直接改变它花掉多少 ...

Will AI replace healthcare jobs? Not exactly. Learn which roles face the greatest disruption, which remain resilient, and how ...

Attackers exploited Langflow vulnerability CVE-2025-3248 to conduct an agentic AI-powered ransomware attack involving reconnaissance, credential theft, and lateral movement.

As Europe pursues AI sovereignty, the PyTorch Foundation believes the continent's greatest strength lies not just in building ...

Google has released A2UI v0.9, a framework-agnostic standard for AI agents to declare user interface intent across multiple ...

AI agents are now taking over repetitive work, identifying issues humans may miss, and helping teams maintain testing speed ...

Sysdig says JADEPUFFER used CVE-2025-3248 in Langflow to automate intrusion, credential theft, encryption, and data wipe.

A new framework called SkillWeaver tackles AI agent tool routing by skipping full-library loading, cutting token use 99% on ...

DAG 不是 Agent 编排的答案，它是 Agent 最简单的特例。无环图天生不能循环、反思、重试、恢复。LangGraph 的 StateGraph + Pregel 引擎 = Agent 的操作系统内核：调度、持久化、恢复三个原语 DAG 一个都没有。 1.为什么你的 Agent 跑着跑着就卡住了？ 去年我在一个项目里写了这样一个 Agent：让它调研一个 GitHub 仓库，读 READM ...

They're not bad; they're just prompted that way. Sysdig threat hunters documented what they say is the first-ever documented ...

Dreamix, Envada, Netguru, STX Next, and Future Processing are leading custom software development companies in Europe, known ...