Microsoft and every laptop maker on Earth have spent the last year screaming about "Copilot+ PCs," a category of machines with dedicated AI chips that promise to make your computer smarter than you.
After actually using a few of these things, I can confirm they are smarter — just not in any way that helps you.
The pitch is simple: these laptops pack a Neural Processing Unit (NPU) that handles AI tasks locally instead of shipping your data to a server.
The problem is what it's actually used for right now, which is mostly turning your webcam background into a blur and generating images of raccoons in business suits.
To get the "Copilot+ certified" sticker, you generally need a specific chip — Qualcomm's Snapdragon X series, or the newer Intel and AMD options — plus at least 16GB of RAM and 256GB of storage.
That's a real spec bump, and manufacturers are charging real money for it.
We're talking premium prices for features that your three-year-old laptop can mostly fake with a browser tab.
The flagship feature, Recall, was supposed to be the killer app.
It takes constant screenshots of everything you do so you can search your own history later.
Security researchers had a field day, Microsoft delayed it, bolted on encryption, and now it exists in a weird limbo where nobody trusts it and few people use it.
Meanwhile, the actual AI features people want — a genuinely useful assistant, real-time translation that doesn't sound drunk, editing tools that understand context — are still half-baked or locked behind subscriptions.
You're buying hardware today for software that might show up next year, which is a bold business model I'd describe as "early access with extra steps." And here's the kicker: for most laptop buyers, the NPU is doing approximately nothing during a normal workday.
Your spreadsheet is not going to run faster because there's a dedicated tensor core sitting there idling like a guy who showed up to a job site with no tools.
That said, I'm not telling you to avoid these machines.
If you're in the market for a new laptop anyway, a Copilot+ model from a good brand is a perfectly fine purchase — the battery life on the Snapdragon ones is legitimately great, and the hardware itself is often excellent.
Just don't buy one *because* of the AI label.
Buy it because it's a good laptop that happens to have a sticker.
The smarter play, if you can wait, is to sit this round out.
First-gen AI hardware always gets humbled by gen two, and the software ecosystem here is still figuring out what it even wants to be.
So yeah, the AI PC revolution is technically underway.
Final Thoughts
It's just currently being fought over blur filters and screenshot search while the rest of us wait for something that actually changes how we work.