02 追问：商业化究竟做得怎么样？在医疗器械行业，有一句颠扑不破的道理：“拿到NMPA的注册证，仅仅是万里长征走完了第一步。”
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The rest of the hardware is pretty remarkable. There's a 16-inch 4K AMOLED touchscreen with a refresh rate of 120Hz. This laptop also has a 2TB SSD, 64 GB of RAM, an AMD Ryzen AI 9 HX 370 processor, and an NVidia GeForce RTX 5090 GPU.
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.