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b）AI 芯片份额：在 AI 芯片市场中，英伟达仍处于绝对领先的位置，博通 AVGO 扮演者 “追赶者” 的角色。
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When AI review agents have already analyzed a PR, human reviewers focus on intent, not implementation.
Writing specifications is not always easy, but it is easier than writing the optimized implementation. And a powerful shortcut exists: an inefficient program that is obviously correct can serve as its own specification. User and AI co-write a simple model, AI writes an efficient version, and proves the two equivalent. The hard part shifts from implementation to design. That is the right kind of hard.
$ echo $sequence $rechdr $datalen $data | xxd -r -p \