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。
"A lot of things have to be scrapped completely and rebuilt from the ground up," she tells the BBC. "In fact, if political constraints did not matter, the best thing to do would be to scrap PDVSA, but that isn't going to happen.
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Source: Computational Materials Science, Volume 267