For all the noise about neural processing units (NPUs) and the generative AI capabilities of new and upcoming chips, NPUs don't yet do all that much in terms of day-to-day, bread-and-butter computing.
So when I'm evaluating new processors that make a big deal about their AI processing capabilities, my unofficial rule of thumb has been to mostly ignore the AI stuff and focus on more traditional metrics: If the AI bubble popped tomorrow and the hype wave dissipated, would these still be worthwhile chips? Qualcomm's Snapdragon X SoCs were launched alongside a pile of AI-related software announcements, but they're impressive mostly because they're very good at basic computer-y things: They feel fast, and they enable good battery life.
Despite the "AI" that AMD has added to the name, I'm looking at the new Ryzen AI 300-series pretty much the same way. The test system AMD provided—a 16-inch Asus ZenBook UM5606W with a Ryzen AI 9 HX 370 and an integrated Radeon 890M GPU in it—shows that the chip is a small but significant bump over the older Ryzen 7000- and 8000-series laptop CPUs. For various reasons, those chips were already a bit easier to recommend than Intel's 13th-generation Core processors and both Ultra and non-Ultra Intel Core CPUs, and the Ryzen AI upgrade provides solid boosts to CPU performance and graphics while still maintaining good power efficiency and battery life.
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