The first wave of "Copilot+ PCs" has landed on American store shelves, and the marketing has been relentless.
Microsoft and Qualcomm want you to believe your next laptop will think alongside you, thanks to a dedicated neural processing unit and a new class of Snapdragon X Elite and X Plus chips.
Retailers are pushing trade-in deals, and the phrase "AI PC" is suddenly plastered on everything short of the power brick.
Here's the part that rarely makes the spec sheet.
The flagship feature, Recall, which promises a photographic memory of everything you've ever done on your machine, got yanked from the launch build after security researchers showed how easily it could be exploited.
Microsoft says it's coming back with encryption and opt-in controls.
If you live inside Chrome, Slack, Adobe Premiere, or a dozen other staples, you're likely running an emulated ARM version that may or may not behave.
Microsoft's Prism layer is genuinely impressive for basic tasks, but "impressive for basic tasks" is not what you tell someone spending $1,200 on a productivity machine.
Gaming, in particular, remains a coin flip.
The battery life claims, at least, appear to be real.
Reviewers across multiple outlets are reporting double-digit hours of mixed use, which is the strongest argument for these machines right now.
Silent, fanless designs and all-day endurance are tangible wins you can feel immediately.
The AI features, by contrast, are mostly demos waiting for software that doesn't exist yet.
The NPU inside these chips is rated for 45 trillion operations per second, a number that sounds enormous until you ask what's actually using it.
Live Captions and Cocreator in Paint are the marquee launch features, and neither is going to change how you work.
The real payoff, if it comes, is third-party developers building on the hardware.
That takes time, and history says most of them will wait for a bigger install base.
If you want a thin, quiet, marathon-running Windows laptop for browsing, Office, and video calls, these are legitimately excellent machines.
If you're buying specifically for the AI badge on the box, you're paying a premium for a promise.
The smart money says wait for the second generation, or at least until Recall actually ships and your favorite apps run natively.
Final Thoughts
Every few years the industry picks a new label, slaps it on hardware, and lets consumers sort out the gap between keynote and reality. "AI PC" is that label right now, and the gap is wider than the ads suggest.