When Microsoft unveiled Copilot Plus PCs in May 2024, the company promised a "new era" of artificial intelligence baked directly into Windows.
The headline feature was Recall, a system that would snap screenshots of nearly everything you do and let you search it later.
Within weeks, security researchers demonstrated the feature could be exploited to harvest passwords and financial data.
Microsoft delayed it, then buried it behind Windows Hello and encryption.
Nearly a year later, the mainstream AI PC experience still feels like a demo reel.
The Neural Processing Units, or NPUs, that chipmakers like Qualcomm, Intel, and AMD pushed as the defining spec of 2024 sit mostly idle.
The "40+ TOPS" numbers plastered on Best Buy displays mean little when your browser, your spreadsheet, and your video calls run on the same CPU and GPU they always did.
Live Captions with translation arrived first, and it works — but it's a niche accessibility tool, not a reason to drop $1,200.
Cocreator in Paint generates images with a text prompt, which is fun for about ten minutes.
Windows Studio Effects cleans up webcam lighting and background blur using the NPU, which is genuinely useful if you're on Zoom all day.
Then came Click to Do, a feature that scans your screen and suggests actions, and improved Windows Search that finally understands natural language.
Copilot Plus laptops typically cost $100 to $200 more than comparable machines without the AI branding.
That premium buys you an NPU that most software ignores, plus the looming knowledge that Microsoft has already changed the rules once.
The company originally said these features would be exclusive to Copilot Plus devices, then quietly walked some of them back for standard Windows 11 PCs.
If the exclusivity wasn't worth defending, what exactly did buyers pay for?
Apple has run into its own delays with Apple Intelligence, and Google is stuffing Gemini into everything it can.
But the pattern across the industry is the same: ship the hardware first, figure out the software later.
Consumers are being asked to fund a research roadmap with their credit cards.
Here's the part the marketing glosses over.
The genuinely transformative AI features — offline models, on-device assistants that actually control your apps, agents that handle multi-step tasks — are still mostly prototypes.
What shipped is a rebranded Windows update with a few parlor tricks, wrapped in a chip that benchmark-chasers love and normal users will never notice.
None of this means AI PCs are a dead end.
The NPU bet may pay off in two or three years when developers build for it by default.
But buying hardware on the promise of future software is a gamble, and right now the house is winning.
The smarter move for most Americans is simple: if you need a new laptop today, buy the best machine for your budget and ignore the AI sticker.
The second-generation Copilot Plus hardware — and the software that justifies it — hasn't arrived yet.
The uncomfortable truth is that "AI PC" is currently a marketing category, not a product category.
Microsoft needed a story to sell Windows hardware in a post-upgrade-cycle world, and it found one.
That doesn't make the laptops bad — many are excellent — but it does mean you're paying a premium for a promise.
Final Thoughts
Treat the label as a rumor until the features prove otherwise.