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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.
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Super-reviewers (green) fix bugs from more unique authors, focus on drivers/gpu, and their coverage has increased from 15% to 30% over the past decade.
OpenAI is launching GPT-5.4, the latest version of its AI model that the company says combines advancements in reasoning, coding, and professional work involving spreadsheets, documents, and presentations. It's also OpenAI's first model with native computer use capabilities, meaning it can operate a computer on your behalf and complete tasks across different applications.。关于这个话题,谷歌浏览器【最新下载地址】提供了深入分析