因此，2026年AI硬件的集体爆发，某种程度上是必然，在模型竞赛陷入内卷，软件变现遭遇瓶颈，资本寻求确定性出口时，硬件成为了那个能同时承载技术幻想、商业收入与竞争壁垒的终极载体。
"To do this in a highly competitive market, we must be efficient and agile in how we run our business.
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她將這種情況比喻為「回到大學」。
"When I was 17, I was at a girl's school and I had a friend who was a singer, and she wanted someone to produce for her. And I was like, 'I'll do it'," she recalls.
Centralized logging