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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Testing was conducted by Apple in January and February 2026 using preproduction MacBook Neo systems with Apple A18 Pro, 6-core CPU, 5-core GPU, 8GB of unified memory, and 256GB SSD, as well as production Intel Core Ultra 5-based PC systems with Intel Graphics, 8GB of RAM, 256GB SSD, and the latest version of Windows 11 Home available at the time of testing. Bestselling PC laptop with the latest shipping Intel Core Ultra 5 processor is based on publicly available sales data over the prior six months. Tested with Affinity v3.0.3.4027 using the built-in benchmark 30000. Performance tests are conducted using specific computer systems and reflect the approximate performance of MacBook Neo.