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。
The R-sequence is another type of low-discrepancy sequence based on specially chosen irrational numbers[10]. It is similar to interleaved gradient noise but is simpler to compute and possibly more effective as a dither, particularly when augmented with a triangle wave function as demonstrated:
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There are some very legitimate and more durable uses of PRF in WebAuthn, specifically supporting credential managers and operating systems.
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Фото: Liesa Johannssen / Reuters