向自主、自演化智能体的演进
到2026年初，AI正从简单的基于提示的交互迈向自主、长期运行的智能体——这类智能体可分解目标、执行代码并独立运作，这一转变被类比为现代Web技术栈的兴起。
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使用CrewAI与NVIDIA NemoClaw编排自演化智能体｜CrewAI
截至2026年初，技术格局正经历一场堪比现代Web技术栈兴起的变革：人工智能正从简单的提示词交互，迈向自主运行、持续演化的智能体。这些长期运行的智能体——许多用户近期已通过‘Claws’在更个人化的层面有所体验——能够分解目标、执行代码，并在较长时间内独立运作。
原始摘录
The technology landscape in early 2026 is undergoing a shift similar to the rise of the modern web stack. AI is moving beyond simple prompt-based interactions toward autonomous, continuously evolving agents. These long-running agents, which many experienced recently on a more personal level through “claws”, can break down goals, execute code, and operate independently for extended periods.
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