效益的提升受益于一场机制的创新：北京市通州区与河北省廊坊市启动医药制造行业清洁生产区域协同审核创新试点。
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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.