说话间，观众开始入场，既有结伴而来的老人，也有拿着戏码单、刷着手机的年轻人。下午2点，好戏正式开演，台上演员全情投入、唱作俱佳，台下观众凝神观看、沉醉其中。经典唱段响起时，全场掌声雷动，老戏迷听得津津有味，年轻观众也鼓掌叫好。
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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.