The significance of the AI PC — how far we've come, and still much further to go

Windows AI bootscreen mirroring Windows 95 startup on an old CRT-style monitor.
(Image credit: Image generated by Microsoft Copilot (powered by Dall.E 3, edited by Rael Hornby / Laptop Mag))

If someone were to ask you if you wanted your next PC to be a “multimedia PC,” you might scratch your head or just laugh. It’s almost akin to asking someone whether they want cold ice cream. But in the early 1990s when CD-ROM-based titles like the original “Myst” launched, there were still plenty of PCs that couldn’t play video well.

And so, a group of software publishers collaborated to define the “Multimedia PC” standard. Its quaint specs included Windows 3.0 running on a 386SX CPU, 2 MB RAM, a 30 MB hard drive, a sound card, and, of course, a CD-ROM drive. 

The group would go on to specify two upgrades of the standard. But as Windows 95 shook up the PC market, new PCs increasingly played video well enough for the software of the day, and components such as video cards, sound cards, and optical drives drifted toward enthusiasts or obsolescence. The multimedia PC arrived and the “Multimedia PC” died.

We still don't know what an AI PC is, or how long it will be around for

As was the case with the “Multimedia PC,” there’s strong agreement on what the “AI PC” experience should provide, at least in its initial form. However, while the “Multimedia PC” was precisely defined, the “AI PC” is, as I wrote in a previous column, not — at least not consistently.

That may change if Microsoft moves ahead with its rumored AI PC branding, which would set a minimum standard of 16 GB of RAM and AI performance of 40 trillion operations per second (TOPS). On the other hand, as was the case with the “Multimedia PC,” those standards would evolve as the bar was raised.

But for how long? The answer depends on how far you think AI on a PC can evolve. We consistently hear that we are at the start of the generative AI journey. While these services can create compositions, images, voices, and other media at an unprecedented, even mind-blowing, quality level, there is often room for improvement — even given the far greater compute resources such services can offer in the cloud today, much less on a local device.

And that’s to say nothing of new forms of media and applications that the technology might take on, such as generating videos with the flexibility it offers today for images.

Maybe the future AI PC is the one in your pocket?

But much like we humans have concerns about competing with AI, so does the AI PC face competition: the AI-driven smartphone. While NPUs may be new to the PC, they’ve been a part of smartphone silicon for years. Well before ChatGPT burst onto the scene, smartphone makers were playing up photo improvement techniques based on machine learning.

In the generative AI era, Qualcomm demonstrated Stable Diffusion image creation running locally on a Snapdragon-based phone last year. And, at its last Pixel event, Google noted that its smartphone could now run a slimmed-down version of its AI engine, an update later revealed as Gemini Nano.

As has been the case for traditional applications, there will surely be AI applications that can be tackled from either a PC or smartphone, but others that derive great advantages from the mobility and omnipresence of the latter. AI stands to transform both devices but likely won’t be able to make the PC unseat the smartphone as the central device in our lives.

More from Laptop Mag

Category
Arrow
Arrow
Back to Apple MacBook Pro
Brand
Arrow
Processor
Arrow
RAM
Arrow
Storage Size
Arrow
Screen Size
Arrow
Colour
Arrow
Condition
Arrow
Price
Arrow
Any Price
Showing 10 of 246 deals
Filters
Arrow
Show more
Ross Rubin
Industry Analyst

Ross Rubin is the founder and principal analyst at Reticle Research. Ross has been an industry analyst focusing on innovation in the technology, media and telecom markets for over 20 years. Prior to founding Reticle Research, he was executive director and principal analyst at The NPD Group, where he provided analysis on a wide range of technology topics and led research spanning devices, access and content. You can follow him on X and Threads @rossrubin.

Read more
Scrapbook styled punk pop-art image showing the Microsoft Copilot logo behind two Copilot+ PCs on a colorful background.
This year, Copilot+ PCs beat the hype — and gaming is next, AMD exec tells Laptop Mag
Kedar Kondap, Senior Vice President and General Manager of Compute and Gaming, Qualcomm
“AI tasks will happen automatically and seamlessly”: Qualcomm’s Kedar Kondap believes AI is the future of computing
Acer Aspire 14 AI
Intel Arrow Lake just launched, but the problem with its AI isn’t the hardware, it’s the software
AMD Vice President and General Manager of the Client OEM group Jason Banta.
“Boring stuff changes the world”: AMD’s Jason Banta offers a glimpse into the future for AI and AMD
Intel Vice President and General Manager of Client AI and Technical Marketing, Robert Hallock
“Not everybody has a killer app for AI yet”: Intel’s Robert Hallock opens the company playbook on AI, NPUs, and more
Scrapbook style punk pop-art image of Cristiano Amon, chief executive officer of Qualcomm Inc., during the Computex conference in Taipei, Taiwan on a colorful background featuring the Qualcomm and Snapdragon logos.
Qualcomm transformed the AI PC market in 2024 with Snapdragon X Elite. Can it do it again?
Latest in Laptops
Silver HP Laptop with epic deal sticker against a blue gradient background.
This epic Walmart Super Savings Week deal slashes $500 off the HP Envy Laptop 17
The unbelievably compact form of the Mac Mini M4, seen in this animated GIF that shows how heat dissapates through its body, is made possible by the power-efficient performance of Apple silicon combined with an all-new innovative thermal architecture.
The Mac Mini desktop PC is the hipster's choice for best PC. And it's on sale.
Lenovo ThinkPad X9-14 Aura Edition
Lenovo continues to prove that every other touchpad is inferior with its new ThinkPad
Close up of the fingerprint sensor on the Apple MacBook Air 13-inch M4 with a finger hovering above it.
We gave the Apple M4 MacBook Air a rare 5 stars. And it's on sale now.
Amazon Big Spring Sale epic deals text surrounded by M4 MacBook Air, iPad 11, AirPods 4, AirPods Max, Asus TUF Gaming A14, Kindle Colorsoft, Fire HD 10 tablet, Amazon Luna controller, and Surface Laptop 7 against a green gradient background.
59 best Amazon Big Spring Sale deals: Laptops, tablets, smartphones, wearables, and more
Error when installing Google Chrome on the Asus Vivobook 16 Flip, on a white desk against a blue background.
"This app can't run on your PC": Google's Chrome Installer broke on Windows, but there's a fix
Latest in Features
Lenovo ThinkPad X9-14 Aura Edition
Lenovo continues to prove that every other touchpad is inferior with its new ThinkPad
Three laptops connected to four servers
Is your data safe? Why cloud storage isn't enough anymore.
The Lenovo Legion Go S handheld gaming PC in white on a desk with headphones and a monitor
Lenovo just stole the Steam Deck's special sauce, and maybe the handheld gaming crown
The HP Victus 16 (S100) running Death's Door on a wood table
Budget gaming laptops don't need to sacrifice display quality, here are 3 with stunning screens
A side-by-side image of the Asus Vivobook 16 Flip next to the HP Spectre x360 16.
Asus Vivobook 16 Flip vs. HP Spectre x360 16 (2024): Which 2-in-1 laptop is king?
MacBook Air 15-inch M4 angled on a wooden table with the display on viewed in a split screen with a MacBook Pro 14-inch M3 angled on a wooden table with its display on.
Apple MacBook Air 15-inch M4 vs. MacBook Pro 14-inch M4: Which MacBook is right for you?