按照小鹏的技术解读，称传统的VLA需要先把视觉信号翻译成机器语言，才能让机器识别。VLA2.0则省去了翻译这一过程，使得智驾链路缩短，当然技术难度也可想而知。
But the movements are smooth and precise, and straight away I was manipulating the blocks and cups.
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Владимир Зеленский. Фото: Liesa Johannssen / Reuters
What surprised me was that this entire walk is fully hardware-driven -- no microcode involvement at all. The state machine reads the page directory entry, reads the page table entry, checks permissions, and writes back the Accessed and Dirty bits, all autonomously. Since it's hardware-driven, it runs in parallel with the microcode and needs its own memory bus arbitration -- the paging unit must share the bus with both data accesses from the microcode and prefetch requests from the instruction queue.
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Random Thoughts，这一点在夫子中也有详细论述
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