Poor software quality already costs the U.S. economy $2.41 trillion per year, according to a 2022 study by the Consortium for Information & Software Quality. That number was calculated before AI began writing a quarter or more of new code at leading companies. Chris Lattner, the creator of LLVM and Clang, put it bluntly: AI amplifies both good and bad structure. Bad code at AI speed becomes “incomprehensible nightmares.” As AI generates an increasing share of the world’s critical infrastructure (financial systems, medical devices, defense, transportation), unverified code becomes a systemic risk, not just a quality problem.
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从交易阶段分布来看，2026年1月的早期项目交易占比显著提升。除了石药集团和信达生物的平台级合作外，赛神医药将Aβ抗体授权给诺华，获得1.65亿美元预付款、交易总额达16.65亿美元；中晟全肽将RDC授权诺华，处于临床前阶段。这些交易共同指向一个事实：MNC对中国创新药的信任已经前移至分子发现阶段，中国药企的早期研发能力获得了全球顶级制药企业的认可。