整理 | 郑丽媛出品 | CSDN（ID：CSDNnews）过去几年，AI 圈一直在疯狂讨论“大模型能力边界”。但很多人忽略了一件事：真正危险的，未必是模型本身，而是那些把模型连接到真实世界的基础设施。当 AI Agent 开始接管邮箱、数据库、企业 SaaS、代码仓库、云资源，甚至工业设备时，一个原本看起来“普通”的 Web ...

在过去的几年里，人工智能（AI）领域对于“大模型能力边界”的讨论如火如荼。然而，许多人却忽视了一个更为棘手的问题：真正的安全隐患，往往并非来自模型本身，而是那些将模型与现实世界连接的基础设施。当AI代理（AIAgent）开始掌控邮箱、数据库、企业SaaS平台、代码仓库、云资源，甚至工业设备时，一个看似普通的Web框架漏洞，可能瞬间演变为现实世界的安全灾难。 最近，安全研究人员揭露了一个令人不安的漏 ...

A newly disclosed flaw in Starlette has put Python-based AI services under pressure to patch systems that may expose protected endpoints through manipulated HTTP Host headers. The vulnerability, ...

Researchers who found the bug warn that its Moderate rating understates a threat reaching across LLM gateways, MCP servers ...

我本来以为高速模型就是“回复快一点”，直到我用它做了两个完整的产品开发。是从 PRD 出发，做视觉原型、搭前后端、设计数据结构、写接口、修 bug，最后交付一个能打开、能点击、能截图的产品。整个过程不到 20 ...

The ChromaToast vulnerability can be exploited by forcing the ChromaDB API server to fetch and load maliciously crafted AI ...

A token leaks. A bad package slips in. A login trick works. An old tool shows up again. At first, it feels like the usual mess. Then you see the pattern: attackers are not always breaking in. They are ...

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

Abstract: As few empirical performance comparisons of modern Python web frameworks exist, it is hard to choose an appropriate architecture under real I/O-bound workloads. This study compares a ...

FORTUNATELY, NOBODY WAS INJURED. CONTROLLING THE PYTHON POPULATION HERE IN FLORIDA, GOVERNOR DESANTIS SPOKE IN STUART TODAY ABOUT SOME NEW ACTIONS THE STATE PLANS TO TAKE TO CONTROL THE GROWTH OF ...

The Florida Python Challenge brings out a fascinating cast of characters, all captured by the director Xander Robin’s camera. By Alissa Wilkinson When you purchase a ticket for an independently ...