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Also, what kind of AI tasks is the average person doing? The people thinking about this stuff are detached from reality. For most people a computer is a gateway to talking to friends and family, sharing pictures, browsing social media, and looking up recipes and how-to guides. Maybe they do some tracking of things as well in something like Excel or Google Sheets. Consumer AI has never really made any sense. It's goin…
I don't remember any other time in the tech industry's history when "what companies and CEOs want to push" was less connected to "what customers want." Nobody transformed their business around 3D TVs like current companies are transforming themselves to deliver "AI-everything".
With more of the compute being pushed off of local hardware they can cheapen out on said hardware with smaller batteries, fewer ports and features, and weaker CPUs. This lessens the pressure they feel from consumers who were taught by corporations in the 20th century that improvements will always come year over year. They can sell less complex hardware and make up for it with software.
For the hardware companies it's all rent seeking from the top down. And the push to put "AI" into everything is a blitz offensive to make this impossible to escape. They just need to normalize non-local computing and have it succeed this time, unlike when they tried it with the "cloud" craze a few years ago. But the companies didn't learn the intended lesson last time when users straight up said that they don't like others gatekeeping the devices they're holding right in their hands. Instead the companies learned they have to deny all other options so users are forced to acquiesce to the gatekeeping.