The Ryzen AI 400 desktop CPU announcement is in line with what AMD announced at CES earlier this year: low-key iterations on existing technology that do little to push the envelope. Maybe that’s the best that we can expect, given current RAM and storage shortages and the fact that most of the world’s chipmakers are all competing for manufacturing capacity at TSMC.
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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.