📄 中文摘要
代理智能是指能够感知环境、独立决策并采取行动以实现特定目标的系统。与传统的聊天机器人不同，代理系统能够保持状态、规划多步骤策略，并与外部工具和API进行交互。其主要特征包括自主性、环境感知和任务执行能力。这一转变标志着大型语言模型从简单的文本生成器演变为复杂的推理引擎，开启了代理智能的新时代。
代理智能的崛起：大型语言模型如何超越聊天机器人
出处: The Rise of Agentic AI: How LLMs Are Evolving Beyond Chatbots
发布: 2026年3月3日
📄 English Summary
The Rise of Agentic AI: How LLMs Are Evolving Beyond Chatbots
Agentic AI refers to systems capable of perceiving their environment, making decisions, and taking actions independently to achieve specific goals. Unlike traditional chatbots that respond to prompts in isolation, agentic systems maintain state, plan multi-step strategies, and interact with external tools and APIs. Key characteristics include autonomy, environmental perception, and task execution capabilities. This shift marks the evolution of large language models from simple text generators to sophisticated reasoning engines, heralding a new era of agentic AI.