Google宣判RAG死刑！那条曾让无数工程师自豪的技术链，如今只剩下一行API调用。Gemini的File Search，把检索、分块、索引、引用，全都封进了模型内部。开发者不再需要理解流程，只需要上传文件。当智能被自动化吞并，工程师第一次发现，自己也成了被自动化的一部分。 在过去几年里，RAG是工程师的底气。 他们手动切块、生成向量、建立索引，再把检索到的内容精准拼进prompt。 那是一整套 ...

A security researcher has released a proof-of-concept tool named GhostLock that demonstrates how a legitimate Windows file API can be abused in attacks to block access to files stored locally or on ...

GhostLock shows how legitimate Windows APIs can lock users out of SMB-shared files without encryption or admin privileges.

What if building advanced AI-powered search systems didn’t require a team of engineers or months of development? Imagine uploading a few files, tweaking minimal settings, and instantly allowing your ...

Security researcher demonstrates how attackers can hijack Anthropic’s file upload API to exfiltrate sensitive information, even with network restrictions enabled. A newly disclosed vulnerability in ...

Global Relay Open Connector for SendSafely allows businesses to automatically archive and monitor their SendSafely encrypted file transfers in compliance with crucial regulations, such as MiFID II ...

Google is rapidly evolving its Gemini AI ecosystem with new productivity features, developer tools, and a major app redesign. Recent updates include direct file generation in multiple formats, ...