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.
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There are still edge cases. For example, blob: and data: media URLs are intentionally skipped by the server-side preprocessing path, and dynamically generated media that never exposes a fetchable URL can't be reconstructed this way.
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3月2日消息，原星纪魅族副总裁曾洋已于近日加盟小米集团公关部，任职媒介总监。根据公开信息，曾洋在星纪魅族担任副总裁，负责市场品牌和公关传播事务，此前就职于中央电视台财经频道，历任记者、主编、制片人等职务。在加入星纪魅族之前，曾洋任职于知乎，担任党委副书记、执行总编辑、研究院院长等职务，还曾就职于京东公关部。（鞭牛士）