Seeing all issues AI at a tech tradeshow is hardly uncommon lately. Nevertheless, there was one thing in regards to the tenor of CES 2026’s tidal wave of AI bulletins that actually received underneath my pores and skin—particularly, most of the exhibitors appear to have forgotten the ‘shopper’ a part of this electronics tradeshow.
CES 2026
Meet up with CES 2026: We’re on the bottom in sunny Las Vegas protecting all the newest bulletins from a few of the largest names in tech, together with Nvidia, AMD, Intel, Asus, Razer, MSI and extra.
However, even setting apart the hours our poor Andy spent locked inside Lenovo’s AI sphere of despair, plenty of exhibitors at this 12 months’s CES focussed on AI. Gigabyte is among the many most evident examples; united underneath the banner of ‘AI Ahead‘, Gigabyte devoted exhibition ground area to each native AI improvement choices within the type of its AI High sequence, alongside server {hardware} like its modular “one-stop AI knowledge heart answer” the Gigapod. That is already lots of enterprise-geared {hardware} at a shopper tradeshow, however that is not all that floor my gears at CES this 12 months.
Shocking maybe nobody, each AMD and Nvidia had been additionally speaking up native AI options geared in the direction of customers. Cloud-based AI remains to be swimming in cash due to varied partnerships, however it is smart that each firms would even be seeking to put tidy nest eggs into AI working regionally from a tool that, say, runs off their shopper grade {hardware}. That stated, there’s something about the entire native AI discuss at CES 2026 that sounded ever so barely determined to me.
AMD’s Lisa Su and IBM’s Arvind Krishna say that there isn’t a AI bubble, however there is a purpose Bloomberg made its graphic charting current AI investments look ever so round. Lengthy story brief, the AI business is at the moment staring down the problem of making a ‘killer app’ or characteristic that buyers will wish to spend cash on. With out that particular one thing funnelling income again into the business, it might exit with a bang doubtlessly 4 occasions louder than the subprime bubble burst that precipitated the 2008 crash.
There’s only one drawback: the common shopper is just not very concerned with AI—even when it can provide you ‘wardrobe suggestions‘. To echo our Jacob’s characteristic, ‘who requested for this?‘ What sensible recommendation can an LLM with no physique give a plus dimension girlie like me? I might relatively search out one other plus dimension human than ask a holographic avatar ‘Is that this an excessive amount of or not sufficient?’ However moreover my anecdotal objections, a few of the main gamers are additionally being attentive to missing shopper urge for food.
Following a surprisingly AI-lite CES 2026 presentation from Dell, head of product Kevin Terwilliger stated in the course of the Q & A session, “What we have discovered over the course of this 12 months, particularly from a shopper perspective, is they are not shopping for based mostly on AI. Actually I believe AI in all probability confuses them greater than it helps them perceive a selected end result.”
Lastly, somebody stated it. For a begin, I have been saying we want a greater identify for AI for ages (I am nonetheless fairly keen on my sister’s suggestion ‘Regurgitated Intelligence,’ however let’s transfer on). For one factor, the present identify vastly oversells the machine studying tech’s capabilities. For an additional, a lot of the favored dialog scoops up every part from chatbots based mostly on Giant Language Fashions, to medical analysis instruments and even in-game enemy behaviour and crams it into the ‘get-along’ shirt of AI—no surprise some customers are confused.
The very fact of the matter is that solely sickos actually desire a machine that may thrash towards a 235 B parameter AI mannequin (our Dave would personally advocate the Framework Desktop PC, our choose for the greatest AI Mini PC). If that simply so occurs to be what floats your boat, you then’ll already know simply how a lot RAM that requires, to not point out simply how a lot extra that prices lately.
Amid a number of price of residing crises and with how a lot consumer-grade {hardware} now prices because of the reminiscence provide disaster, everyone seems to be feeling the pinch, proper? Effectively, perhaps not a lot massive tech—for instance, Samsung is already estimating it made a record-breaking $13 billion in working income throughout This autumn of 2025. Maybe many CES exhibitors did not a lot ‘neglect’ the buyer as merely retrain their eyes on the prize, IE companies and buyers that also have loads of cash to burn within the AI sector.
Yeah, I even made myself shudder with all of that cynicism—so, enable me to shake a few of it off with a number of causes to be hopeful about shopper {hardware}. For a begin, it is value noting that so far as the ‘shopper’ a part of CES goes, Be Quiet remembered the project with its suite of near-silent PC elements.
Moreover Micron, who we had been all fairly positive was completed with consumer-grade reminiscence and storage when it shuttered its Essential sub-brand final 12 months, additionally introduced an especially speedy PCIe 5.0 QLC shopper SSD this week. So far as inexpensive reminiscence goes, issues can also be wanting up due to Phison’s E37T SSD controller too.
As for {hardware} a bit extra broadly, AMD Ryzen chief David McAfee stated the corporate is “very actively engaged on” reintroducing older processors to reduce the influence of the reminiscence disaster on customers (and there are rumours Nvidia is contemplating the same tactic with the RTX 3060 GPU, too). Which is probably simply as damning in regards to the present state of affairs as a lot as anything—I did attempt to finish on a hopeful word, I promise!

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