金融AI搜索的终局，绝不是一场关于Prompt拼凑技巧的盲目竞赛，而是一场冷酷的IT工程重构与品牌确权之战。
“十四五”时期，建成世界规模最大的教育、医疗和社会保障体系；建设筹集各类保障性住房和城中村、城市危旧房改造等安置住房1100多万套（间）；人均预期寿命提高到79岁；生育友好型社会建设稳步推进；困难群众兜底保障网越织越密……生活的改善，百姓摸得着、看得见。
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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.
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走进广西南宁市宾阳县洋桥镇东黎村，一望无际的光伏板下，火红的辣椒映照着新春的喜悦。