First compile takes ~20-40ms. Cache hits are effectively free. This matters for inference (compile once, run forever) but creates challenges for training, where weights change every step.
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The value is not in the verification workforce. It is in what verified delivery enables. Consider a company delivering ML kernels for new hardware. Today, months go to testing and qualification. When AI writes the kernel and proves it correct in one pass, that timeline collapses to hours. A provably correct hardware design delivered in weeks rather than the year it currently takes changes the economics of an entire industry.。safew官方版本下载对此有专业解读
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