智能体以LLM为代表的前沿模型作为大脑，通过软件工程令其可以在高阶目标驱动下完成复杂任务。可以说未来大部分的复杂AI应用都会以Agent为载体。事实上，我们在科幻作品中所看到的AI形象，比如《钢铁侠》中的贾维斯或《2001：太空漫游》中的HAL 9000，正是创作者对以Agent为载体的未来AI的直观想象。只是和物理世界交换的AI本身就极为重要和复杂，现在习惯上把这部分单独放在具身智能/机器人领域讨论。
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I really cut my teeth as a Pokémon video game player in the second generation of games, otherwise known as Gold, Silver, and Crystal. Gen II had a lot of really neat stuff going on, including Unown, a new Pokémon that exists in a couple of dozen different forms that all resemble hieroglyphs or, in some cases, just regular letters. They like to hang out on the walls of ruins, but that's only when they leave the special other dimension that only they get to live in.