超越聊天机器人：2026年自主AI系统的四大支柱
The Evolution: From Chatbot to Autonomous System 我们正站在一个关键的转折点。 In 2024, we celebrated chatbots that could answer questions. In 2025, we marveled at agents that could browse the web. Now in mid-2026, something fundamentally different has emerged: 自主AI系统 that combine 深度研究, 基础设施配置, 代码生成, and 质量保证 into a 单一连贯的工作流. This isn’t 渐进式改进. It’s 架构演进. And four open-source projects reveal the pattern. Pillar 1: Deep Research — The Intelligence Layer Local Deep Research by LearningCircuit 大多数AI工具给你答案。 Local Deep Research gives you verified knowledge. ...