软件工程的终结:AI智能体如何从根本上重构软件范式
作者:Zhenfeng Cao 原文链接:https://arxiv.org/pdf/2606.05608 摘要 半个多世纪以来,软件工程一直建立在一个基本前提之上:人类工程师负责拆解问题,将决策逻辑编码为静态代码,并在需求演变时手动调整代码。本文认为,AI智能体(AI agents)的出现——即以大型语言模型作为主要推理引擎,将代码动态生成与丢弃作为工具性资源的系统——并非渐进式的改进,而是对软...
The advent of AI-assisted vulnerability discovery and autonomous exploit development has brought about a new age in cybersecurity—one in which we can no longer rely on patching as a primary defense mechanism. Patching is, by definition, a reactive approach to security. It cannot occur until after a vulnerability is discovered and a vendor fix is made available, an operational delay that all too often lands well after an exploit is already weaponized in the wild. … More →
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